2021年第6期共收錄43篇
1. Effects of No-tillage on Nitrogen Accumulation and Yield of Winter Wheat under Different Precipitation Patterns
Accession number: 20212910642700
Title of translation:
Authors: Li, Sen (1); Wei, Hongyi (2); Wu, Jicheng (3); Yang, Yonghui (3); Ding, Jinli (4)
Author affiliation: (1) Key Laboratory of Crop Water Requirement and Regulation, Ministry of Agriculture and Rural Affairs, Farmland Irrigation Research Institute, Chinese Academy of Agricultural Sciences, Xinxiang; 453002, China; (2) Henan Branch of Construction and Administration Bureau of South-to-North Water Diversion Middle Route Project, Zhengzhou; 450018, China; (3) Institute of Plant Nutrition and Resource and Environmental Science, Henan Academy of Agricultural Sciences, Zhengzhou; 450002, China; (4) School of Geography and Tourism, Zhengzhou Normal University, Zhengzhou; 450044, China
Corresponding author: Ding, Jinli(dingjinli1978@163.com)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 277-284
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Based of a long-term tillage experiment from 2011 to 2017 in Henan Province, the RZWQM2 model was calibrated and validated. Effects of no-tillage on soil water storage at the depth of 0~100 cm, nitrogen accumulation in aboveground and root, crop yield and nitrogen use efficiency of winter wheat in different precipitation patterns were analyzed. The simulated results showed that the nitrogen accumulation in aboveground and root and crop yield of winter wheat in different precipitation patterns were decreased successively in the order of wet year, normal year, and dry year. Compared with conventional tillage, the average soil water storage at the depth of 0~100 cm under no-tillage was significantly increased by 11.3%, 12.9% and 16.9% in dry, normal and wet year at the whole growing stages of winter wheat, respectively. The aboveground nitrogen accumulation in dry year and root nitrogen accumulation from heading to harvest stage in normal year under no-tillage were both increased by 2.5% and 3.1% compared with conventional tillage, respectively. The nitrogen use efficiency under no-tillage was increased by 26.7%, 8.7% and 6.0% in dry, normal and wet precipitation patterns respectively compared with conventional tillage. However, compared with conventional tillage, N fertilizer using efficiency was increased by 11.7% in dry year, and decreased by 1.7% in wet year. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 35
Main heading: Cultivation
Controlled terms: Crops? - ?Efficiency? - ?Soil moisture
Uncontrolled terms: Conventional tillage? - ?Growing stages? - ?Nitrogen accumulation? - ?Nitrogen-use efficiency? - ?Precipitation patterns? - ?Simulated results? - ?Soil water storage? - ?Wet precipitation
Classification code: 483.1 Soils and Soil Mechanics? - ?821.3 Agricultural Methods? - ?821.4 Agricultural Products? - ?913.1 Production Engineering
Numerical data indexing: Percentage 1.13e+01%, Percentage 1.17e+01%, Percentage 1.29e+01%, Percentage 1.69e+01%, Percentage 1.70e+00%, Percentage 2.50e+00%, Percentage 2.67e+01%, Percentage 3.10e+00%, Percentage 6.00e+00%, Percentage 8.70e+00%, Size 0.00e+00m to 1.00e+00m
DOI: 10.6041/j.issn.1000-1298.2021.06.029
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
2. Design and Test of Secondary Seed Feeding Mechanism of Air-suction Roller Dibbler for Cotton
Accession number: 20212910642800
Title of translation:
Authors: Zhang, Chunyan (1); Kang, Jianming (1); Peng, Qiangji (1); Zhang, Ningning (1); Wang, Xiaoyu (1); Jian, Shichun (1)
Author affiliation: (1) Shandong Academy of Agricultural Machinery Sciences, Ji’nan; 250010, China
Corresponding author: Kang, Jianming(kjm531@sina.com)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 106-116
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to solve the problem of the seeding quality descend caused by the poor performance of the dibbler, a secondary seed feeding mechanism was added between the seed taking plate and the duck’s beak. The purpose was to improve the seeding performance by planning the seed movement path, reducing the height of seed point, and reducing the phenomenon of missing and replaying. On the basis of the air suction roller type dibbler, the installation position, seed path contour, entrance and exit structural parameters of the secondary seed feeding mechanism were designed and analyzed. The trajectory, velocity and seeding performance of seeds were discussed by discrete element method. The causes of the phenomenon of missing and replaying were clarified. And the evaluation index of seeding performance of secondary seed feeding mechanism was determined as follows: qualified index, missing index and replaying index. Three factors quadratic rotation orthogonal combination test was carried out to study the influence of installation angle, operating speed and inner seed channel height on seeding performance. The results showed that the installation angle had a great influence on the seeding performance, the height of inner seeding channel had the least influence on the pass index. When the installation angle was 10.95°, the operating speed was 3.29 km/h, and the height of inner seed channel was 16.68 mm, the qualified index was 98.40%, the missing index was 0.85%, and the replaying index was 0.75%. Field experiments were carried out, the qualified index of the dibbler with the optimized secondary seed feeding mechanism was 98.06%, which was 2.21 percentage points higher than that of ordinary dibbler. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 25
Main heading: Feeding
Controlled terms: Installation? - ?Rollers (machine components)
Uncontrolled terms: Feeding mechanism? - ?Installation angle? - ?Installation position? - ?Percentage points? - ?Poor performance? - ?Seeding performance? - ?Seeding qualities? - ?Structural parameter
Classification code: 601.2 Machine Components? - ?691.2 Materials Handling Methods
Numerical data indexing: Percentage 7.50e-01%, Percentage 8.50e-01%, Percentage 9.81e+01%, Percentage 9.84e+01%, Size 1.67e-02m, Velocity 9.14e-01m/s
DOI: 10.6041/j.issn.1000-1298.2021.06.011
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
3. Design and Test of Precision Seed Metering Device for Panax notoginseng Seedling and Seeding by Air Suction
Accession number: 20212910642674
Title of translation:
Authors: Yang, Wencai (1); Kan, Chenglong (1); Zhang, Xiaowei (1); Wu, Chong (1); Du, Qian (2); Pan, Wujian (1)
Author affiliation: (1) College of Mechanical and Electrical Engineering, Yunnan Agricultural University, Kunming; 650201, China; (2) Agricultural Machinery Technology Promotion Station, Mangshi Agriculture and Rural Bureau, Mangshi; 678400, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 95-105
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Aiming at the problems such as high seed damage rate and the requirement about seed grading pre-treatment of the mechanical Panax notoginseng seedling seeding device, a kind of air suction roller sowing seed device was designed by using the working principle of negative pressure seed suction, brush rolling and clean seed, and positive pressure throwing seeds. Through the mechanical analysis of the filling stage, the clearing stage, the carrying stage and the sowing stage, the main structural parameters of the seed-arrangement were studied and the main influencing factors of the performance of the seed-arrangement were analyzed. In combination with single factor test results, vacuum degree, drill speed, filling indoor seed quality as test factors, taking the qualified index, the missed seeding index, and seeding replant index as test indexes, three factors five levels quadratic orthogonal rotating test was carried out, to establish the regression equation between the test indexes and test factors, using the Design-Expert 10.0 software, by using the response surface method, all the factors affecting the filling performance of primary and secondary sequences were analyzed as follows: working speed of the seeder, degree of vacuum, and seed quality. Through parameter optimization, it was concluded that the optimal combination of parameters was as follows: the working speed of the seeder was 0.18 m/s, the vacuum degree was 9.6 kPa and the seed quality of the filling chamber was 1.2 kg. At this time, the qualified index was 95.6%, the seeding replant index was 0.4% and the missed seeding index was 4.0%, which can meet the agronomic requirements of Panax notoginseng sowing. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 25
Main heading: Software testing
Controlled terms: Filling? - ?Grading? - ?Testing
Uncontrolled terms: Mechanical analysis? - ?Negative pressures? - ?Optimal combination? - ?Parameter optimization? - ?Precision seed-metering devices? - ?Regression equation? - ?Response surface method? - ?Structural parameter
Classification code: 691.2 Materials Handling Methods? - ?723.5 Computer Applications
Numerical data indexing: Mass 1.20e+00kg, Percentage 4.00e+00%, Percentage 4.00e-01%, Percentage 9.56e+01%, Pressure 9.60e+03Pa, Velocity 1.80e-01m/s
DOI: 10.6041/j.issn.1000-1298.2021.06.010
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
4. Meat Rabbit Image Segmentation and Weight Estimation Model Based on Deep Convolution Neural Network
Accession number: 20212910642763
Title of translation:
Authors: Duan, Enze (1); Fang, Peng (1); Wang, Hongying (1); Jin, Nan (1)
Author affiliation: (1) College of Engineering, China Agricultural University, Beijing; 100083, China
Corresponding author: Wang, Hongying(hongyingw@cau.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 259-267
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to solve the problems in the process of feeding and management of meat rabbits, such as stress caused by manual weighing and difficulty in process of collecting weight information, a method of image segmentation and weight estimation based on deep convolution neural network was proposed, which can realize the contactless weighing of rabbits. A rabbit instance segmentation network based on Mask R-CNN was constructed. The residual network ResNet101 was used as the backbone network, and COCO dataset was used for migration learning to improve the training efficiency and obtain the segmentation results of unrestricted meat rabbits in the fence. Then the pixel area of each sample mask was extracted, and curvature and body length were introduced to modify the weight relationship between each sample and the corresponding weight. Projection area, curvature, body length and age as input parameters and body weight as output parameters, a six neuron weight estimation neural network was constructed to test the rabbit instance segmentation network and weight estimation neural network, the results showed that when IoU was 0.5:0.95, the classification accuracy of rabbit segmentation network was 94.5%, and the pixel segmentation accuracy was 95.1%. The fitting correlation coefficient R of weight estimation neural network was 0.993 91, MSE was 0.033 6, and the mean weight error was 123 g. The model had a good prediction effect on meat rabbits of different ages and different postures. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 25
Main heading: Neural networks
Controlled terms: Convolution? - ?Deep neural networks? - ?Image segmentation? - ?Information management? - ?Meats? - ?Pixels? - ?Weighing
Uncontrolled terms: Classification accuracy? - ?Convolution neural network? - ?Corresponding weights? - ?Fitting correlations? - ?Segmentation accuracy? - ?Segmentation results? - ?Training efficiency? - ?Weight information
Classification code: 716.1 Information Theory and Signal Processing? - ?822.3 Food Products? - ?943.3 Special Purpose Instruments
Numerical data indexing: Mass 1.23e-01kg, Percentage 9.45e+01%, Percentage 9.51e+01%
DOI: 10.6041/j.issn.1000-1298.2021.06.027
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
5. Temperature Stress Detection Method of Rapeseed Seedling Based on Hyperspectral Imaging
Accession number: 20212910642761
Title of translation:
Authors: Zhang, Xiaomin (1, 2); Zhang, Yanning (1, 2); Jiang, Haiyi (3); Wang, Yitian (1, 2); Lin, Yangyang (1, 2); Rao, Xiuqin (1, 2)
Author affiliation: (1) College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou; 310058, China; (2) Key Laboratory of on Site Processing Equipment for Agricultural Products, Ministry of Agriculture and Rural Affairs, Hangzhou; 310058, China; (3) School of Mathematical Sciences, Zhejiang University, Hangzhou; 310058, China
Corresponding author: Rao, Xiuqin(xqrao@zju.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 232-241 and 276
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to ensure the quality of seedlings and provide healthy and robust seedlings to meet the needs of large-scale and standardization of modern rapeseed industry, a 21 d temperature stress experiment of rapeseed seedling was carried out. The aim was to study the identification of robust seedlings of rape under temperature stress using hyperspectral imaging technology. Firstly, the sensitive bands of temperature stress were extracted by spectral reflectance and continuous wavelet transform. And then the continuous projection algorithm and continuous wavelet transform-stepwise discriminant analysis were respectively used to extract characteristic wavelengths from sensitive bands of temperature stress. The waveband features and spectral features of rapeseed seedlings were analyzed with time. A total of seven features were selected, including the curve area at band MA and tangent eigenvalue tanθ of 554~714 nm, the reflectance value at 1 213 nm and 1 567 nm, wavelet feature w(9, 967), w(13, 1 213) and w(7, 1 567) to establish a multi-feature fusion Fisher discriminant model. The results showed that the average classification accuracy of the model was 88.68%, and the best detection accuracy reached 95.56% at the three-leaf stage, which could better distinguish the temperature stressed rape seedlings and provide a reference for the rapid detection of robust rape seedlings based on hyperspectral technology. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 26
Main heading: Hyperspectral imaging
Controlled terms: Discriminant analysis? - ?Eigenvalues and eigenfunctions? - ?Oilseeds? - ?Reflection? - ?Spectroscopy? - ?Wavelet transforms
Uncontrolled terms: Classification accuracy? - ?Continuous Wavelet Transform? - ?Fisher discriminant models? - ?Hyperspectral imaging technologies? - ?Multi-feature fusion? - ?Projection algorithms? - ?Spectral reflectances? - ?Stepwise discriminant analysis
Classification code: 821.4 Agricultural Products? - ?921.3 Mathematical Transformations? - ?922 Statistical Methods
Numerical data indexing: Percentage 8.87e+01%, Percentage 9.56e+01%, Size 1.21e-06m, Size 1.57e-06m, Size 5.54e-07m to 7.14e-07m
DOI: 10.6041/j.issn.1000-1298.2021.06.024
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
6. Joint Extraction Model of Multi-entity Relations for Poultry Diagnosis and Treatment Text
Accession number: 20212910642697
Title of translation:
Authors: Hu, Bin (1); Tang, Baohu (1); Jiang, Haiyan (1, 2); Huo, Ao (1); Han, Wenxiao (1)
Author affiliation: (1) College of Artificial Intelligence, Nanjing Agricultural University, Nanjing; 210095, China; (2) National Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing; 210095, China
Corresponding author: Jiang, Haiyan(jianghy@njau.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 268-276
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Aiming at the problems that the subject feature and sentence vector in the traditional entity relationship extraction method are difficult to effectively integrate, and the existing BIO annotation strategy is difficult to effectively deal with the overlapping relationships, a joint extraction of entity relationship of poultry disease diagnosis and treatment text (JEER_PD) based on BERT and dual-pointer was proposed. JEER_PD used the dual-pointer labeling (DPL) strategy to establish two pointer labelers at the head and tail, marking the beginning and ending positions of all entities at once; introduced the conditional layer normalization (CLN) network layer to strengthen the connection between the subject extraction task and the object relationship joint extraction task; and used the probability balance strategy (PBS) to combat the imbalance of positive and negative labels to accelerate the model convergence.The experimental results showed that the accuracy, recall and F1 value of JEER_PD were 97.69%, 97.59% and 97.64%, respectively, and the three indicators were significantly improved compared with that of the existing methods, which proved that JEER_PD can quickly and accurately extract the entity relationship triples in the complex knowledge text of the diagnosis and treatment of poultry diseases. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 28
Main heading: Diseases
Controlled terms: Diagnosis? - ?Extraction? - ?Network layers
Uncontrolled terms: Balance strategies? - ?Disease diagnosis? - ?Entity-relationship? - ?Extraction model? - ?F1 values
Classification code: 461.6 Medicine and Pharmacology? - ?723 Computer Software, Data Handling and Applications? - ?802.3 Chemical Operations
Numerical data indexing: Percentage 9.76e+01%, Percentage 9.77e+01%
DOI: 10.6041/j.issn.1000-1298.2021.06.028
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
7. Design and Test of Millet Hill-drop Seed-metering Device with Combination of Positive-negative Pressure and Hole Wheel
Accession number: 20212910642690
Title of translation: -
Authors: Yi, Shujuan (1); Chen, Tao (1); Li, Yifei (1); Tao, Guixiang (1); Mao, Xin (1)
Author affiliation: (1) College of Engineering, Heilongjiang Bayi Agricultural University, Daqing; 163319, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 83-94
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Aiming at the problems of small size, light weight and pityriasis in millet seed sowing and seed-metering device, such as hole blocking, poor seed uniformity and low seed filling rate at high rotating speed of seed-metering plate, a combined type of positive and negative air pressure and hole wheel seed sowing and seed-metering device was designed according to the agronomic requirements of millet seed sowing. The parameters of key parts of seed sorter were designed and calculated, and the mechanical model of seed in the flow field and filling area was established through theoretical analysis. It was found that the main factors affecting the airflow force on seeds were the diameter of suction hole and the vacuum degree inside the type hole. The vacuum degree required by seed sorter during seed filling was 1.13~3.21 kPa. Through single factor test, it was determined that the optimal hole of the seed metering device was cylindrical conical composite hole, and the optimal hole diameter was 1 mm, and it was verified that the pass rate of the hole metering device under the condition of negative pressure at high speed was significantly higher than that without negative pressure. In order to get the best performance parameters of the metering device, with hole type wheel speed, vacuum degree, and suction diameter as the test factors, percent of pass, replanting rate, sowing rate as the evaluation index, the three factors five levels quadratic orthogonal rotation combination test was taken, and multi-objective optimization method was used, and the best parameter combination was determined as follows: when the suction diameter was 1.04 mm, the vacuum degree was 2.10 kPa, hole type wheel speed was 22.46 r/min, the percent of pass was 93.14%, the replanting rate was 3.48%, the leakage rate was 3.38%. The verification results were basically consistent with the optimized results. In order to investigate the actual sowing performance of seed metering device, field seeding experiments were carried out. The field test results showed that the pass rate was 88.2%, the replanting rate was 4.9%, and the leakage rate was 6.9%. All the indexes met the requirements of hill seeding agronomy of millet. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 27
Main heading: Testing
Controlled terms: Agronomy? - ?Filling? - ?Multiobjective optimization? - ?Pneumatic materials handling equipment? - ?Wheels
Uncontrolled terms: Evaluation index? - ?Metering devices? - ?Negative pressures? - ?Parameter combination? - ?Performance parameters? - ?Quadratic orthogonal rotation? - ?Seed metering devices? - ?Verification results
Classification code: 601.2 Machine Components? - ?691.1 Materials Handling Equipment? - ?691.2 Materials Handling Methods? - ?821.3 Agricultural Methods? - ?921.5 Optimization Techniques
Numerical data indexing: Percentage 3.38e+00%, Percentage 3.48e+00%, Percentage 4.90e+00%, Percentage 6.90e+00%, Percentage 8.82e+01%, Percentage 9.31e+01%, Pressure 1.13e+03Pa to 3.21e+03Pa, Pressure 2.10e+03Pa, Rotational_Speed 2.25e+01RPM, Size 1.00e-03m, Size 1.04e-03m
DOI: 10.6041/j.issn.1000-1298.2021.06.009
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
8. Relationship between Lead Error and Friction Torque of Double-nut Ball Screw
Accession number: 20212910642764
Title of translation:
Authors: Zu, Li (1); Lin, Weiguo (1); Zhang, Luchao (1, 2); Ou, Yi (1); Wang, Kai (1, 2)
Author affiliation: (1) School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing; 210094, China; (2) Key Laboratory of General Technology of Functional Parts of Numerical Control Machine, Ministry of Industry and Information Technology, Zhangjiagang; 215600, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 397-406
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to calculate the friction torque of double-nut ball screw more accurately, based on the load distribution models, the influence of lead error on load distribution was analyzed. The calculation results showed that lead error directly led to uneven load distribution of ball screw and if ignoring the screw, nut elastic deformation and other errors, the axial deformation of each ball was linearly distributed. Only to calculate the axial deformation of the first ball and the lead error between balls, the total deformation of balls, preload and friction torque of ball screw can be calculated. And when the thickness of gasket was constant, the axial offset of nuts raceway curvature center and the axial offset of curvature center of screw raceway contacting the first ball to the two nuts midplane can be determined by numerical fitting of lead error and friction. Based on these, the relationship model between friction torque and lead error of double-nut ball screw was proposed. To verify the model, the lead error of screws with different accuracy levels was measured, and each screw was assembled with the same nut, gasket and balls to form a ball screw pair, and the friction torque was measured. The test results showed that the relative error between friction torque value calculated by previous model and test value was 11.75%~54.69%, while the relative error between friction torque value calculated by the model and test value was 0~8.79%. The relative error was obviously small, which indicated that the model can more accurately predict the influence of lead error on ball screw friction torque. The problem that ball screw led error and ball load distribution was not considered when calculating the friction torque of ball screw was solved, and the validity of the model was verified. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 18
Main heading: Ball screws
Controlled terms: Curve fitting? - ?Electric power plant loads? - ?Errors? - ?Friction? - ?Gaskets? - ?Nuts (fasteners)? - ?Torque
Uncontrolled terms: Axial deformations? - ?Ball load distribution? - ?Calculation results? - ?Curvature center? - ?Friction torque? - ?Load distributions? - ?Numerical fitting? - ?Relationship model
Classification code: 619.1.1 Pipe Accessories? - ?732.1 Control Equipment? - ?921.6 Numerical Methods? - ?931.2 Physical Properties of Gases, Liquids and Solids
Numerical data indexing: Percentage 0.00e+00% to 8.79e+00%
DOI: 10.6041/j.issn.1000-1298.2021.06.042
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
9. Design and Experiment of Straw Cleaning Device for Wide-Narrow Maize No-tillage Sowing Strip in Drip Irrigation Area
Accession number: 20212910642765
Title of translation:
Authors: Yuan, Panpan (1, 2); Li, Hongwen (1); Jiang, Guiju (3); He, Jin (1); Lu, Caiyun (1); Huang, Shenghai (1)
Author affiliation: (1) College of Engineering, China Agricultural University, Beijing; 100083, China; (2) College of Mechanical and Electrical Engineering, Xinjiang Agricultural University, Urumqi; 830052, China; (3) Agriculture and Rural Bureau of Bole, Bole; 833400, China
Corresponding author: Li, Hongwen(lhwen@cau.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 43-52
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Aiming at the problems of no-tillage maize planting in drip irrigation area, the drip irrigation tape in narrow row is easy to entangle with straw, which affects the trafficability of no-till planter. The straw partition cleaning method suitable for no-tillage wide-narrow row in drip irrigation area was put forward, and the device for cleaning straw in sowing strip was designed, which adopted longitudinal dislocation arrangement straw cleaning mechanism to clean up straw in sowing strip. Based on the theoretical analysis of the interaction law between the key components and straw, key influencing factors and value ranges were determined. Based on the EDEM discrete element simulation technology, the working speed, soil contacting depth and the longitudinal spacing were selected as the influencing factors, and straw cleaning rate was selected as the response value for three factors and three levels sub-regression orthogonal test design. The regression equations to describe the relationships between the factors and straw cleaning rate were established by using the regression analysis and response surface analysis with the software Design-Expert 10.0.7. The optimum combination of the selected parameters was obtained, and the field test verification was also conducted. The results showed that the significant effects of working speed, the longitudinal spacing and soil contacting depth on cleaning rate were in a decreasing order. While the working speed was at 9 km/h, the longitudinal spacing was 1 100 mm and soil contacting depth was 45 mm, straw cleaning rate of the device was 87.61%, which was 1.8 percentage points lower than the theoretical value of model optimization. The cleaning width of sowing strip was ranged from 508.0 mm to 540.4 mm. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 29
Main heading: Cleaning
Controlled terms: Factor analysis? - ?Irrigation? - ?Software design? - ?Soils? - ?Surface analysis
Uncontrolled terms: Discrete element simulation? - ?Dislocation arrangement? - ?Key influencing factors? - ?Model optimization? - ?Optimum combination? - ?Orthogonal test design? - ?Regression equation? - ?Response surface analysis
Classification code: 483.1 Soils and Soil Mechanics? - ?723.1 Computer Programming? - ?802.3 Chemical Operations? - ?821.3 Agricultural Methods? - ?922.2 Mathematical Statistics? - ?951 Materials Science
Numerical data indexing: Percentage 8.76e+01%, Size 1.10e+00m, Size 4.50e-02m, Size 5.08e-01m to 5.40e-01m, Velocity 2.50e+00m/s
DOI: 10.6041/j.issn.1000-1298.2021.06.005
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
10. Hand-Eye Coordination Planning with Deep Visual Servo for Harvesting Robot
Accession number: 20212910642660
Title of translation: -
Authors: Jin, Yucheng (1); Gao, Yang (1); Liu, Jizhan (1); Hu, Chunhua (2); Zhou, Yao (2); Li, Pingping (3)
Author affiliation: (1) Key Laboratory of Modern Agricultural Equipment and Technology, Ministry of Education, Jiangsu University, Zhenjiang; 212013, China; (2) Collge of Information Science and Technology, Nanjing Forestry University, Nanjing; 210037, China; (3) College of Biology and the Environment, Nanjing Forestry University, Nanjing; 210037, China
Corresponding author: Liu, Jizhan(liujizhan@163.com)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 18-25 and 42
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Aiming at the low precision and efficiency of the fruit identification and harvesting motion of existing harvesting robots, the hand-eye coordination planning with deep visual servo for harvesting robot was carried out. A small lifting harvesting robot with deep visual servo of RealSense-in-hand was developed, which was composed of the autonomous vehicle, lifting bin, electric fork lifter, grip-cut integrated end-effector, and 3-freedom manipulator. The workspace and posture analysis of fruit picking and placing was performed, and the coordinate transformation model of hand-eye coordination was established for the eye-in-hand mode. Based on the depth visual servo of RealSense-in-hand, the far-to-close hand-eye coordination strategy was proposed for the harvesting robot. The canopy detection from a distance, sub-region division and location, close-range fruit accurate identification and positioning were effectively combined, so that the step-by-step visual guidance of the manipulator was realized. According to the parameters of RealSense and the manipulator, the segmented motion planning between far-to-close key points based on depth vision was completed. It was shown in the hand-eye coordinated harvesting test that, the average positioning accuracy of the end-effector in the X, Y and Z directions was 3.51 mm, 2.79 mm and 3.35 mm, respectively. The average time consuming was 19.24 s, which included the motion time of the manipulator from the initial position to picking position (12.04 s), the fruit recognition and computing time (3.82 s), and the fruit placing time (7.2 s). The time of manipulator motion accounted for 80.2% of the whole cycle. Both the robot structure and the hand-eye coordination strategy based on depth visual servo of RealSense-in-hand can meet the needs of fruit harvesting operation. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 36
Main heading: Robot programming
Controlled terms: End effectors? - ?Fruits? - ?Harvesting? - ?Industrial manipulators? - ?Manipulators
Uncontrolled terms: Co-ordinate transformation? - ?Fruit recognition? - ?Hand eye coordination? - ?Harvesting robot? - ?Manipulator motion? - ?Positioning accuracy? - ?Posture analysis? - ?Robot structures
Classification code: 731.5 Robotics? - ?731.6 Robot Applications? - ?821.3 Agricultural Methods? - ?821.4 Agricultural Products
Numerical data indexing: Percentage 8.02e+01%, Size 2.79e-03m, Size 3.35e-03m, Size 3.51e-03m, Time 1.20e+01s, Time 1.92e+01s, Time 3.82e+00s, Time 7.20e+00s
DOI: 10.6041/j.issn.1000-1298.2021.06.002
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
11. Design and Experiment of Mulching Device on Ridge with Wheat Straw Fiber Film Cultivation
Accession number: 20212910642790
Title of translation:
Authors: Chen, Haitao (1); Dou, Yukuan (1); Wang, Yu (1); Hou, Shouyin (1); Feng, Binjie (1); Zhu, Yifan (1)
Author affiliation: (1) College of Engineering, Northeast Agricultural University, Harbin; 150030, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 117-126
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Focusing on the problems of tearing and folding, when mulching straw fiber film for tobacco through using plastic-film mulching machines on ridge, a tobacco mulching device on the ridge with wheat straw fiber film cultivation was designed. The mulching straw fiber film process was analyzed to establish the mathematical model of mulching straw fiber film on the ridge with correction coefficient and the main factors affecting tearing of straw fiber film was proposed, when mulching straw fiber film. The structural parameter range of the key components was analyzed and confirmed and the structural parameter ranges were got, aiming at the guide roller of side of film and the device pressing side of film and mulching and pressing soil on the side of film etc.Three factors three levels orthogonal test was used, the distance between the roller of flattening film and the roller pressing side of film, the inclination angle of the guide roller of side of film and working speed were selected as test factors.The outspread degree and rate split by film-covering drill of light-struck film were taken as evaluation indexes.The results showed that the working speed and the distance between the roller of flattening film and the roller pressing side of film had an significant effect on rate split by film-covering drill of light-struck film (0.012. The device mulching wheat straw fiber film can achieve agricultural need and mechanization of film mulching machine on the ridge for tobacco cultivation. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 29
Main heading: Rollers (machine components)
Controlled terms: Agricultural robots? - ?Cultivation? - ?Drilling machines (machine tools)? - ?Drills? - ?Fibers? - ?Infill drilling? - ?Straw? - ?Tobacco
Uncontrolled terms: Correction coefficients? - ?Inclination angles? - ?Orthogonal test? - ?Plastic film mulching? - ?Roller pressing? - ?Structural parameter? - ?Verification tests? - ?Wheat straw fibers
Classification code: 511.1 Oil Field Production Operations? - ?601.2 Machine Components? - ?603.1 Machine Tools, General? - ?603.2 Machine Tool Accessories? - ?821 Agricultural Equipment and Methods; Vegetation and Pest Control
Numerical data indexing: Percentage 9.74e+01%, Size 1.20e+00m, Velocity 3.60e+03m/s
DOI: 10.6041/j.issn.1000-1298.2021.06.012
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
12. Winter Wheat Yield Estimation Based on Assimilated Remote Sensing Date with Crop Growth Model Using 4DVAR and EnKF
Accession number: 20212910642741
Title of translation: 4DVAREnKF
Authors: Liu, Zhengchun (1); Xu, Zhanjun (1); Bi, Rutian (1); Wang, Chao (2); He, Peng (1); Yang, Wude (2)
Author affiliation: (1) College of Resource and Environment, Shanxi Agricultural University, Taigu; 030801, China; (2) College of Agriculture, Shanxi Agricultural University, Taigu; 030801, China
Corresponding author: Bi, Rutian(birutian@163.com)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 223-231
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: To improve the precision of crop yield estimation by integrating the remote sensing data into the crop model, two methods were applied, the four-dimensional variational (4DVAR) and the ensemble Kalman filter (EnKF), to assimilate the leaf area index (LAI) and the soil moisture (θ) derived from Sentinel multi-source data with the CERES-Wheat model. The two algorithms were assessed on the performance of assimilation of LAI and θ and estimated the yield of winter wheat across three counties located in the south of Shanxi Province in China. It was found that both assimilation algorithms can combine the advantages of remote sensing observations and crop model simulations. Compared with the crop model simulation values, the accuracy of assimilated LAI and θ were improved. Compared with EnKF, the 4DVAR algorithm can reduce the RMSEs of the assimilated LAI and θ by 0.149 0 m2/m2 and 0.009 1 cm3/cm3, respectively. And 4DVAR-LAI could accurately identify the phenological period of winter wheat according to the remote sensing observations, which was more consistent with the growth and development of the actual phenological period of winter wheat. Therefore, 4DVAR showed a better performance in the assimilation of Sentinel multi-source data with CERES-Wheat model. The accuracy of the yield estimation model based on assimilated LAI and θ by 4DVAR (RMSE was 449.77 kg/hm2, MRE was 7.85%) was higher than the yield accuracy based on simulated values by the CERES-Wheat model (RMSE was 641.55 kg/hm2, MRE was 10.23%). The 4DVAR assimilation algorithm effectively improved the yield estimation accuracy of winter wheat at a regional scale. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 29
Main heading: Remote sensing
Controlled terms: Crops? - ?Soil moisture
Uncontrolled terms: Assimilation algorithms? - ?Crop growth model? - ?Ensemble Kalman Filter? - ?Four dimensional variational? - ?Growth and development? - ?Remote sensing data? - ?Winter wheat yields? - ?Yield estimation
Classification code: 483.1 Soils and Soil Mechanics? - ?821.4 Agricultural Products
Numerical data indexing: Percentage 1.02e+01%, Percentage 7.85e+00%
DOI: 10.6041/j.issn.1000-1298.2021.06.023
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
13. Analysis of Landscape Pattern and Ecological Sensitivity of Yarlung Zangbo Grand Canyon Based on GIS
Accession number: 20212910642770
Title of translation: GIS
Authors: Li, Jiangrong (1, 2); Lu, Jie (1, 2); Zheng, Weilie (1, 2); Chen, Jiarui (1, 2); Yang, Wenfeng (3); Niu, Teng (1, 4)
Author affiliation: (1) Institute of Tibet Plateau Ecology, Tibet Agriculture and Animal Husbandry University, Nyingchi; 860000, China; (2) Key Laboratory of Forest Ecology in Tibet Plateau, Ministry of Education, Nyingchi; 860000, China; (3) College of Resources and Environment, Tibet Agriculture and Animal Husbandry College, Nyingchi; 860000, China; (4) College of Forestry, Beijing Forestry University, Beijing; 100083, China
Corresponding author: Zheng, Weilie(zhengweilie@xza.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 195-203 and 222
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Due to human over-exploitation and utilization in recent years, the landscape types of Tibet’s alpine mountains have been severely damaged. The landscape pattern index can effectively evaluate the evolution of landscape types on the time scale. Therefore, an object-oriented classification method was used to determine landscape types, and the diversity index, dominance index, uniformity index and aggregation index were selected as indicators to evaluate and analyze the ecological sensitivity of the study area. The grand canyon was selected as the study area, and the object-oriented classification method was used to algorithmically classify the Tibetan artificial disturbance zone. Finally, a total of 1 761 patches of ten types of landscapes were obtained, of which the woodland landscape and grassland landscape with the largest areas, respectively were 48.84% and 22.68%, and the proportion of snow/glacier landscape was 17.39%. From the landscape index, the landscape diversity index in the study area was 1.374, the dominance index 0.982, the evenness index 0.597, and the polymerization index 97.374. The grand canyon research area had high diversity, the single landscape had a relatively low dominance, and the distribution of different landscape spaces was better. In general, the landscape in this area was dominated by virgin forests, alpine meadows and glaciers, with less disturbance of human activities, and was mainly concentrated in the conversion of farmland and grasslands in the valley. Based on the weighted analysis of the ecological sensitivity of the grand canyon study area, the six types of impact factors were combined. The ecological sensitivity was mainly concentrated in moderate and highly sensitive areas, with a total of 95.71%. Moderately sensitive areas were concentrated in low-altitude and low-slope areas around river valleys, and the land was mainly waters, grasslands and shrubs. Highly sensitive areas were concentrated in high-altitude areas of the mountains, with steep slopes. The landscape was dominated by woodland landscapes and glaciers/ice landscapes. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 29
Main heading: Ecology
Controlled terms: Concentration (process)? - ?Landforms
Uncontrolled terms: Aggregation index? - ?Ecological sensitivity? - ?Landscape diversity indices? - ?Landscape pattern? - ?Landscape pattern indices? - ?Object oriented classification? - ?Overexploitation? - ?Uniformity index
Classification code: 454.3 Ecology and Ecosystems? - ?481.1 Geology
Numerical data indexing: Percentage 1.74e+01%, Percentage 2.27e+01%, Percentage 4.88e+01%, Percentage 9.57e+01%
DOI: 10.6041/j.issn.1000-1298.2021.06.020
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
14. Design and Parameter Optimization of Soft Pneumatic Gripper for Slender Fruits and Vegetables Picking
Accession number: 20212910642755
Title of translation:
Authors: Jia, Jiangming (1); Ye, Yuze (1); Cheng, Peilin (1); Hu, Runze (1); Wu, Chuanyu (1, 2)
Author affiliation: (1) Faculty of Mechanical Engineering and Automation, Zhejiang Sci-Tech University, Hangzhou; 310018, China; (2) Key Laboratory of Transplanting Equipment and Technology of Zhejiang Province, Hangzhou; 310018, China
Corresponding author: Wu, Chuanyu(cywu@zstu.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 26-34
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to realize the nondestructive picking of slender fruits and vegetables, a soft pneumatic gripper with aeration and spiral motion was proposed. Based on the finite element static simulation analysis of the gripper, the interaction effect of each factor on the spiral characteristics of the soft pneumatic gripper was studied by using the three-factor and three-level central combination design and response surface analysis method. The quadratic regression model was established with the spiral diameter and pitch of the soft pneumatic grip as the response values, and the determining coefficients of the model were 0.998 7 and 0.935 1, respectively. The order of significance of the influence of each factor on the spiral diameter and pitch was as follows: wall thickness, cavity width and cavity angle. The simulation diameter of the soft pneumatic gripper was 35 mm, and the simulation pitch [50 mm, 150 mm] was taken as the objective function to optimize each influencing factor. The optimal design results were 2.51 mm of wall thickness, 30.52° of chamber angle and 11.91 mm of chamber height. The results of experiment and simulation showed that the error of screw diameter and pitch was less than 5%. The grasping force of the soft pneumatic gripper was measured under different air pressures, and the results showed that the soft pneumatic gripper had the maximum grasping force of 3.37 N at 0.13 MPa. Finally, the effectiveness of the soft pneumatic gripper was demonstrated by grasping slender fruits and vegetables of different sizes and softness. Finally, the cucumber was picked as the object, and the cucumber was successfully captured and the stem was broken in 3.6 s. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 27
Main heading: Grippers
Controlled terms: Fruits? - ?Pneumatics? - ?Regression analysis? - ?Surface analysis? - ?Vegetables
Uncontrolled terms: Fruits and vegetables? - ?Interaction effect? - ?Objective functions? - ?Parameter optimization? - ?Pneumatic grippers? - ?Quadratic regression? - ?Response surface analysis methods? - ?Static simulations
Classification code: 632.3 Pneumatics? - ?731.5 Robotics? - ?821.4 Agricultural Products? - ?922.2 Mathematical Statistics? - ?951 Materials Science
Numerical data indexing: Force 3.37e+00N, Percentage 5.00e+00%, Pressure 1.30e+05Pa, Size 1.19e-02m, Size 2.51e-03m, Size 3.50e-02m, Time 3.60e+00s
DOI: 10.6041/j.issn.1000-1298.2021.06.003
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
15. Farmland Soil Health Evaluation Method Based on Soil Function and Soil Threat
Accession number: 20212910642664
Title of translation:
Authors: Zhao, Rui (1); Wu, Kening (1, 2); Yang, Qijun (1); Feng, Zhe (1); Zhao, Huafu (1); Zhang, Zhuo (1)
Author affiliation: (1) School of Land Science and Technology, China University of Geoscience (Beijing), Beijing; 100083, China; (2) Key Laboratory of Land Consolidation and Rehabilitation, Ministry of Natural Resources, Beijing; 100035, China
Corresponding author: Wu, Kening(wukening@cugb.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 333-343
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Farmland soil is the foundation of national food security, and the management and protection of soil health is crucial to achieve sustainable development goals. Based on the theory of functional soil management, selected evaluation indicators for the five functions of primary productivity, provision and cycling of nutrients, provision of functional and intrinsic biodiversity, water purification and regulation, and carbon sequestration and regulation, by identifying paddy land, irrigated land and dry land for different soils. The relationship between the supply and demand of functions was identified, a soil function supply and demand discriminant matrix was constructed, and the heavy metal pollution threat factors were overlied, the farmland soil health was evaluated, and the spatial mapping of evaluation indicator-soil function/threat-soil health was realized. A study on the applicability of the evaluation method was carried out in Wen County, Henan Province. The results showed that the spatial pattern of the supply and demand of the five soil functions in Wen County basically showed a trend of gradually increasing from south to north, with Qingfengling as the boundary, the supply and demand of soil functions in the central and northern regions were in surplus, while the supply and demand in the southern region were in an imbalanced state. Staggered distribution of soil health grades, the sub-health area accounted for the largest proportion, accounting for 44.4%. Healthy soil was scattered in Huangzhuang Town, Fantian Town, Wude Town, and Xiangyun Town. Soil texture, soil structure, soil nutrients, soil biological activity and heavy metal pollution threat were the main factors for the spatial differentiation of soil health. This research can enrich the soil health evaluation method system theoretically, and promote the sustainable utilization and management of farmland resources in practice. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 57
Main heading: Soils
Controlled terms: Agronomy? - ?Bioactivity? - ?Biodiversity? - ?Economics? - ?Farms? - ?Food supply? - ?Function evaluation? - ?Health? - ?Health risks? - ?Heavy metals ? - ?Nutrients? - ?Pollution? - ?Textures
Uncontrolled terms: Carbon sequestration? - ?Evaluation indicators? - ?Heavy metal pollution? - ?Primary productivity? - ?Soil biological activity? - ?Spatial differentiation? - ?Sustainable utilization? - ?Water purification
Classification code: 454 Environmental Engineering? - ?461.6 Medicine and Pharmacology? - ?461.7 Health Care? - ?483.1 Soils and Soil Mechanics? - ?531 Metallurgy and Metallography? - ?821 Agricultural Equipment and Methods; Vegetation and Pest Control? - ?821.3 Agricultural Methods? - ?822.3 Food Products? - ?921.6 Numerical Methods? - ?971 Social Sciences
Numerical data indexing: Percentage 4.44e+01%
DOI: 10.6041/j.issn.1000-1298.2021.06.035
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
16. Controlled Release Mixing Fertilizer Application Effect in Region of Single Cropping Rice along Yangtze Rriver
Accession number: 20212910642740
Title of translation:
Authors: Hua, Keke (1, 2); Li, Mengmeng (3); Zhong, Chenghu (4); Guo, Zhibin (1, 2); Wang, Daozhong (1, 2)
Author affiliation: (1) Institute of Soil and Fertilizer Research, Anhui Academy of Agricultural Sciences, Hefei; 230031, China; (2) Anhui Key Laboratory of Nutrient Cycling, Resources and Environment, Hefei; 230031, China; (3) Shandong LANPU Detection Technology Co., Ltd., Dongying; 257000, China; (4) Maoshi Agriculture Science and Technology Co., Ltd., Qingyang; 242800, China
Corresponding author: Wang, Daozhong(wdzhong-3@163.com)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 314-323
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Aiming to analyze crop nitrogen uptake, nitrogen utilize efficiency, soil ammonia-oxidizing mushroom and nitrogen concentration in surface water based on a fertilization field experiment to select an environmentally friendly nitrogen application practice in the area along Yangtze River. Five treatments were designed, including non fertilization (CK), traditional fertilization (NPK, 225 kg/hm2), equivalent nitrogen (CRF1), reducing 15% nitrogen (CRF2), and reducing 25% nitrogen (CRF3) by controlled release mixing fertilizer. Results showed that there was no significant difference in the rice yield except for CRF2 among NPK, CRF1 and CRF2 treatments. Compared with NPK treatment, the values of crop nitrogen uptake, nitrogen utilize efficiency and direct economic benefit under CRF2 treatment were increased by 7.4%, 10.7%, 43.4% and 27.2%, respectively. Ammonia-oxidizing archaea (AOA) accounted for between 73.5% and 88.4% was the dominate mushroom in the paddy soil. Compared with NPK treatment, the ratios of AOA accounted for ammonia-oxidizing mushroom under CRF1, CRF2 and CRF3 treatments were significantly (p2), was a prefer nitrogen management practice for maintaining rice yield, decreasing intensity of soil ammonia-oxidizing process, improving nitrogen efficiency and reducing the risk of agricultural non-point nitrogen pollution. Therefore, the practice should be recommended in the single cropping rice region down the Yangtze River. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 32
Main heading: Nitrogen fertilizers
Controlled terms: Agricultural robots? - ?Ammonia? - ?Crops? - ?Efficiency? - ?Mixing? - ?River pollution? - ?Soil pollution? - ?Soils? - ?Surface waters? - ?Water treatment
Uncontrolled terms: Ammonia oxidizing archaea (AOA)? - ?Controlled release? - ?Fertilizer applications? - ?Nitrogen concentrations? - ?Nitrogen efficiency? - ?Nitrogen management? - ?Nitrogen pollution? - ?Oxidizing process
Classification code: 444.1 Surface Water? - ?445.1 Water Treatment Techniques? - ?453 Water Pollution? - ?483.1 Soils and Soil Mechanics? - ?802.3 Chemical Operations? - ?804 Chemical Products Generally? - ?804.2 Inorganic Compounds? - ?821.4 Agricultural Products? - ?913.1 Production Engineering
Numerical data indexing: Percentage 1.06e+01%, Percentage 1.07e+01%, Percentage 1.32e+01%, Percentage 1.36e+01%, Percentage 1.50e+01%, Percentage 2.29e+01%, Percentage 2.49e+01%, Percentage 2.50e+01%, Percentage 2.72e+01%, Percentage 3.37e+01%, Percentage 4.06e+01%, Percentage 4.34e+01%, Percentage 6.00e+00%, Percentage 7.35e+01% to 8.84e+01%, Percentage 7.40e+00%, Percentage 9.90e+00%
DOI: 10.6041/j.issn.1000-1298.2021.06.033
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
17. Crawler Tractor Navigation Path Tracking Control Algorithm Based on Virtual Radar Model
Accession number: 20212910642778
Title of translation:
Authors: Liu, Zhijie (1, 2); Wang, Xiaole (1, 2); Ren, Zhigang (1, 2); Mao, Wenju (1, 2); Yang, Fuzeng (1, 3)
Author affiliation: (1) College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling; 712100, China; (2) Scientific Observing and Experimental Station of Agricultural Equipment for the Northern China, Ministry of Agriculture and Rural Affairs, Yangling; 712100, China; (3) Shaanxi Key Laboratory of Apple, Yangling; 712100, China
Corresponding author: Yang, Fuzeng(yfz0701@163.com)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 376-385
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: To improve the navigation path tracking controlling performance of small crawler tractors which are widely used in traditional orchards, a navigation path tracking control method based on the virtual radar model was developed. Drew on the human experience of driving, referred to the principle of radar scanning and the idea of image recognition, the virtual radar model was constructed to generate the virtual radar map. The virtual radar map was used to describe the position relationship between the vehicle and the path, and the corresponding driving operation instructions were generated by the deep neural network classification. The typical U-shaped path of orchard operation was taken as an example to carry out simulation and real vehicle test, and the simulation results showed that the proposed method can accurately achieve the navigation path tracking control; orchard test results revealed that when the vehicle speed was 0.36 m/s and 0.75 m/s, maximum lateral error of path tracking was 0.150 m and 0.191 m, the average lateral error was 0.031 m and 0.051 m, the standard error was 0.025 m and 0.036 m, respectively; compared with the designed fuzzy control method, the maximum lateral error was reduced by 15.73% and 36.33%, the average lateral error was reduced by 27.91% and 19.05%, and the standard error was reduced by 21.88% and 28.00%, respectively. The results demonstrated that the navigation path tracking control method based on the virtual radar model presented high path tracking accuracy and driving stability, which met the actual operational needs of orchards. It provided a way of thinking to solve the navigation path tracking control problem. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 26
Main heading: Radar tracking
Controlled terms: Automobile testing? - ?Deep neural networks? - ?Errors? - ?Fuzzy control? - ?Image recognition? - ?Navigation? - ?Orchards? - ?Radar? - ?Radar imaging? - ?Tractors (agricultural) ? - ?Tractors (truck)
Uncontrolled terms: Driving operations? - ?Driving stability? - ?Fuzzy control methods? - ?Navigation paths? - ?Neural network classification? - ?Operational needs? - ?Real vehicle tests? - ?Standard errors
Classification code: 662 Automobiles and Smaller Vehicles? - ?663.1 Heavy Duty Motor Vehicles? - ?716.2 Radar Systems and Equipment? - ?731 Automatic Control Principles and Applications? - ?821.3 Agricultural Methods
Numerical data indexing: Percentage 1.57e+01%, Percentage 1.91e+01%, Percentage 2.19e+01%, Percentage 2.79e+01%, Percentage 2.80e+01%, Percentage 3.63e+01%, Size 1.50e-01m, Size 1.91e-01m, Size 2.50e-02m, Size 3.10e-02m, Size 3.60e-02m, Size 5.10e-02m, Velocity 3.60e-01m/s, Velocity 7.50e-01m/s
DOI: 10.6041/j.issn.1000-1298.2021.06.040
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
18. EFAST Based Geometric Error Sensitivity Analysis for Three-axis Vertical Machining Center
Accession number: 20212910642681
Title of translation: EFAST
Authors: Yu, Wenli (1); Deng, Xiaolei (2); Wang, Sheng (1); Xie, Changxiong (2)
Author affiliation: (1) College of Mechanical and Electrical Engineering, Quzhou College of Technology, Quzhou; 324000, China; (2) Key Laboratory of Air-driven Equipment Technology of Zhejiang Province, Quzhou University, Quzhou; 324000, China
Corresponding author: Deng, Xiaolei(dxl@zju.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 407-417
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to correctly identify and determine the influence of geometric error elements on the accuracy design of machine tool, taking Beijing Jingdiao Carver800T three-axis vertical machining center as the research object, a method for identifying key geometric error elements of machine tool based on product of exponential (POE) screw theory and extended Fourier amplitude sensitivity test (EFAST) method was proposed. For the three-axis vertical machining center, firstly, the geometric error model of machine tool was built on the basis of POE screw theory, and the correlation function between the geometric error elements of machine tool and the volumetric error of machine tool was obtained. Secondly, EFAST global sensitivity analysis method was used to analyze and quantify error sensitivity, and the key geometric error elements and strong coupling geometric error elements were identified. Finally, the error compensation experiment based on global sensitivity analysis was carried out on the Beijing Jingdiao Carver800T three-axis vertical machining center with open CNC system. The stochastic characteristics of the geometric errors of machine tools were compensated by using established quantitative relationship between stand variances and sensitivity coefficients when formulating the compensation strategy. The results showed that the precision of machine tool with compensation was improved significantly, and the average compensation rates along the X-axis, Y-axis and Z-axis directions were 60%, 66% and 74%, respectively, which validated the feasibility, accuracy, and effectiveness of the proposed method. The research had practical guiding significance for further improving the effect and efficiency of error compensation of CNC machine tool, and can be further applied to the design and manufacturing stage of CNC machine tool. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 41
Main heading: Error compensation
Controlled terms: Computer control systems? - ?Geometry? - ?Industrial research? - ?Machining centers? - ?Numerical control systems? - ?Product design? - ?Screws? - ?Sensitivity analysis? - ?Stochastic systems
Uncontrolled terms: Compensation strategy? - ?Extended fourier amplitude sensitivity test (eFAST)? - ?Global sensitivity analysis? - ?Guiding significances? - ?Manufacturing stages? - ?Sensitivity coefficient? - ?Stochastic characteristic? - ?Vertical machining centers
Classification code: 603.1 Machine Tools, General? - ?605 Small Tools and Hardware? - ?731.1 Control Systems? - ?901.3 Engineering Research? - ?913.1 Production Engineering? - ?921 Mathematics
Numerical data indexing: Percentage 6.00e+01%, Percentage 6.60e+01%, Percentage 7.40e+01%
DOI: 10.6041/j.issn.1000-1298.2021.06.043
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
19. Investigation on Dynamic Characteristics of Floor-attached Vortex in Pump Sump by V3V
Accession number: 20212910642794
Title of translation: V3V
Authors: Song, Xijie (1); Liu, Chao (2)
Author affiliation: (1) Department of Energy and Power Engineering, Tsinghua University, Beijing; 100084, China; (2) College of Hydraulic Science and Engineering, Yangzhou University, Yangzhou; 225009, China
Corresponding author: Liu, Chao(liuchao@yzu.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 177-185
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: The three-dimensional velocity field measurement system V3V was used to measure the flow field under the bell mouth of vertical axial-flow pump. The velocity gradient, vortex intensity and vortex kinetic energy in the vortex region during the evolution of floor-attached vortex were analyzed. The experimental results showed that the formation process of the floor-attached vortex was accompanied by the constant changes of velocity gradient, vortex intensity and vortex kinetic energy. The velocity gradient, vortex strength and kinetic energy of vortex in the vortex region was firstly increased with time and reached the maximum, and then maintained for 0.4 s, and then decreased rapidly. The duration of the formation and development of the floor-attached vortex was longer than that of the collapse and disappearance of the vortex. The vortex intensity was changed in different stages and positions reflected the characteristics of vortices in the evolution of vortices. The intensity of the floor-attached vortex was firstly increased with time, then maintained for a period of time, and then decreased rapidly. In the initial stage of vortex development, the vortex intensity was gradually decreased with the increase of the height from the bottom of the pump sump, after the floor-attached vortex entered the maintenance stage, the floor-attached vortex satisfied the vortex intensity conservation law; affected by the complex environment in the bell, the vortex was firstly collapsed and disappeared from the impeller inlet, and the floor-attached vortex intensity was gradually decreased from up to down. The research provided theoretical guidance for the optimal design of the pump sump. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 26
Main heading: Vortex flow
Controlled terms: Bells? - ?Environmental regulations? - ?Floors? - ?Kinetic energy? - ?Kinetics? - ?Sump pumps? - ?Velocity
Uncontrolled terms: Complex environments? - ?Conservation law? - ?Different stages? - ?Formation process? - ?Three-dimensional velocity fields? - ?Velocity gradients? - ?Vertical axial flow pump? - ?Vortex intensity
Classification code: 402 Buildings and Towers? - ?454.2 Environmental Impact and Protection? - ?618.2 Pumps? - ?631.1 Fluid Flow, General? - ?752.1 Acoustic Devices
Numerical data indexing: Time 4.00e-01s
DOI: 10.6041/j.issn.1000-1298.2021.06.018
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
20. Identification of Soybean Seed Coat Crack Based on Near Infrared Spectroscopy and Machine Learning
Accession number: 20212910642779
Title of translation:
Authors: Wang, Liusan (1); Huang, Ziliang (1); Wang, Rujing (1)
Author affiliation: (1) Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei; 230031, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 361-368
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: At present, the detection of soybean seed coat crack mainly depends on visual inspection, which has low detection efficiency and large error, a method for automatic identification of soybean seed coat cracks based on near infrared spectroscopy and machine learning was proposed. The near infrared spectra of 150 soybean samples (75 cracked and 75 normal) were collected by FT-NIR spectrometer. The original spectra, standard normal variable (SNV), multiple scatter correction (MSC), the first derivative and the second derivative with SG smoothing were used to process the obtained spectra. Then partial least squares discriminant analysis (PLS-DA), k-nearest neighbor (KNN), support vector machine (SVM), random forest (RF), stochastic gradient boosting (SGB) and extreme gradient boosting (XGBoost) were used to establish soybean seed coat crack identification models. The effects of different spectral preprocessing methods on the classification results of the six machine learning methods were compared and analyzed. Under the appropriate spectral preprocessing conditions, the accuracy of validation set of six different machine learning algorithms was not less than 80.00%. PLS-DA had the best classification result, and the optimal accuracy rate of validation set reached 90.00%; the next was XGBoost, the optimal accuracy rate of validation set reached 86.67%, followed by SVM, KNN, SGB and RF. The results showed that near infrared spectroscopy combined with machine learning was feasible to identify soybean seed coat cracks, and PLS-DA was the best method to identify soybean seed coat cracks under the original spectral conditions. The research result can provide a method for automatic identification of soybean seed coat cracks. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 35
Main heading: Learning algorithms
Controlled terms: Automatic identification? - ?Decision trees? - ?Discriminant analysis? - ?Infrared devices? - ?Learning systems? - ?Least squares approximations? - ?Near infrared spectroscopy? - ?Nearest neighbor search? - ?Spectrometers? - ?Stochastic models ? - ?Stochastic systems? - ?Support vector machines
Uncontrolled terms: Classification results? - ?Crack identification? - ?K nearest neighbor (KNN)? - ?Machine learning methods? - ?Near infrared spectra? - ?Partial least squares discriminant analyses (PLSDA)? - ?Spectral preprocessing? - ?Stochastic gradient boosting
Classification code: 723 Computer Software, Data Handling and Applications? - ?741.3 Optical Devices and Systems? - ?921.5 Optimization Techniques? - ?921.6 Numerical Methods? - ?922 Statistical Methods? - ?922.1 Probability Theory? - ?961 Systems Science
Numerical data indexing: Percentage 8.00e+01%, Percentage 8.67e+01%
DOI: 10.6041/j.issn.1000-1298.2021.06.038
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
21. HACCP Quality Traceability Model and System Implementation Based on Blockchain
Accession number: 20212910642723
Title of translation: HACCP
Authors: Ge, Yan (1, 2); Huang, Chaoliang (1); Chen, Ming (1, 2); Zou, Yibo (1, 2)
Author affiliation: (1) College of Information Technology, Shanghai Ocean University, Shanghai; 201306, China; (2) Key Laboratory of Fisheries Information, Ministry of Agriculture and Rural Affairs, Shanghai; 201306, China
Corresponding author: Zou, Yibo(ybzou@shou.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 369-375
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: To improve the credibility and efficiency of quality traceability based on blockchain, some studies were reportedand explainedthe overall designs of combining hazard analysis and critical control points (HACCP) and blockchain technology. However, there is still a lack of operational technical solutions in documented research on the combined use of the two.To make up for the above shortage, a quality traceability model based on HACCP was constructed by using blockchain technology. This critical control points (CCP) in the HACCP specification was extracted for raw oyster processing as the monitoring data points of the traceability system, obtaining the to-be-recorded data structure that can truly reflect the product quality. A highly scalable standard smart contract was designed based on this data structure. Smart contracts for each key control point were then derived. What this achieved was the on-chain data monitoring as well as automatic data quality judgment of the whole raw oyster processing process. It also discussed how a highly robust deployment model was implemented with the reference to a permissioned chain platform Hyperledger Fabric. The whole process of data on-chain was explained from a theoretical perspective. Lastly, the traceability system prototype of the model was implemented. Function and performance tests on the implemented system were conducted. In function tests, the system ensured the traceability and credibility of the quality traceability data by the reading of product history records. The automatic judgment and real-time control of product quality were achieved at the same time. In performance tests, the system average transaction success rate reached up to 377, the transaction success rate was 99.96% and the average delay was 0.5 s when the total transaction volume reached 2 000, which met the business needs of the quality traceability of the raw oyster processing process. The research result can provide a new reference for the traceability of aquatic product quality or quality safety risks. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 30
Main heading: Quality control
Controlled terms: Blockchain? - ?Data structures? - ?Image coding? - ?Molluscs? - ?Monitoring? - ?Real time control? - ?Shellfish
Uncontrolled terms: Critical control points? - ?Deployment models? - ?Hazard analysis and critical control points? - ?Performance tests? - ?Quality traceabilitys? - ?System implementation? - ?Technical solutions? - ?Traceability systems
Classification code: 461.9 Biology? - ?471 Marine Science and Oceanography? - ?723.2 Data Processing and Image Processing? - ?731 Automatic Control Principles and Applications? - ?913.3 Quality Assurance and Control
Numerical data indexing: Percentage 1.00e+02%, Time 5.00e-01s
DOI: 10.6041/j.issn.1000-1298.2021.06.039
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
22. Litchi Flower and Leaf Segmentation and Recognition Based on Deep Semantic Segmentation
Accession number: 20212910642707
Title of translation:
Authors: Xiong, Juntao (1); Liu, Bolin (1); Zhong, Zhuo (1); Chen, Shumian (1); Zheng, Zhenhui (1)
Author affiliation: (1) College of Mathematics and Informatics, South China Agricultural University, Guangzhou; 510642, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 252-258
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In recent years, deep learning has gradually developed in flower recognition research, which has a positive impact on the growth management and fruit production of orchard fruit trees. In order to tackle the problem that the densely gathered litchi flowers cannot be recognized by instance segmentation method in natural environment, a deep semantic segmentation network was proposed to recognize and segment flowers and leaves pixels. Firstly, pictures of litchi flowers were shoot in the experimental orchard in the flowering stage, which were taken to make pixel-level images, and then were used for data augmentation. Then a backbone network of 34 layers based on ResNet was built, in which dense features were connected layers by layers and in order to exploit the useful information, attention blocks were also added into the networks. A dense features connection method meant each layer was connected to every other layer in a feed-forward fashion, different from that features were only from the last consecutive layer. Attention block was a mechanism of propagating information useful for the specific task and suppress the useless one. Finally, a full convolution layer was added for image pixel prediction. The average intersection union ratio of the proposed model was 0.734, and the pixel recognition accuracy reached 87%. In summary, with good robustness and high recognition accuracy, the proposed deep semantic segmentation model can solve the problem of litchi flower recognition and segmentation, and provide visual support for intelligent flower thinning. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 24
Main heading: Network layers
Controlled terms: Deep learning? - ?Fruits? - ?Orchards? - ?Pixels? - ?Semantics
Uncontrolled terms: Back-bone network? - ?Data augmentation? - ?Flower recognition? - ?Growth management? - ?Natural environments? - ?Recognition accuracy? - ?Segmentation methods? - ?Semantic segmentation
Classification code: 723 Computer Software, Data Handling and Applications? - ?821.3 Agricultural Methods? - ?821.4 Agricultural Products
Numerical data indexing: Percentage 8.70e+01%
DOI: 10.6041/j.issn.1000-1298.2021.06.026
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
23. Hyperspectral Identification of Copper-Lead Stress in Maize Leaves
Accession number: 20212910642675
Title of translation:
Authors: Yang, Keming (1); Gao, Wei (1); Chen, Gaiying (2); Zhao, Hengqian (1); Han, Qianqian (1); Li, Yanru (1)
Author affiliation: (1) College of Geoscience and Surveying Engineering, China University of Mining and Technology (Beijing), Beijing; 100083, China; (2) College of Landscape Architecture, Beijing University of Agriculture, Beijing; 102206, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 215-222
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: A two-dimensional method for the detection of copper-lead stress in maize leaves based on hyperspectrum was proposed. Multi-order red-edged copper-lead sensitivity index (RECLSI) cluster of maize leaves was constructed by using the spectral values of the red edge position and two wavelengths in the 0.1~2.0 fractional order derivative (FOD) spectrum. The correlation coefficient between index and stress type in each cluster was calculated. The copper-lead identification features (CLIF) were constructed with the maximum and minimum correlation coefficients. The stress identification boundary (SIB) was established when clustering related to stress type appeared in the two-dimensional distribution of CLIF, enabling copper-lead stress identification. It was found that the maximum and minimum values of the correlation coefficient between the index and the stress type in each RECLSI cluster showed a trend of firstly rising and then falling, or firstly falling and then rising with the increase of FOD spectrum order. The poles appeared in the RECLSI clusters corresponding to the 1.3 order and 1.4 order FOD spectra, respectively. The two-dimensional CLIF distribution of 0.7~1.5 order FOD spectra showed clustering in relation to the type of stress, and the identification of copper-lead stresses could achieve different degrees according to CLIF-SIB. In the test set, the identification effect of CLIF-SIB in 1.2 order FOD spectrum was the best, with the accuracy (A) of 100%, and the 0.9 order, 1.0 order and 1.3 order FOD spectra corresponded to value of A of more than 90%. In the verification set, the identification effect of CLIF-SIB in 1.4 order FOD spectrum was the best, A was 87.5%, and the A was 81.25% at the 1.2 order FOD spectrum. The CLIF-SIB maize leaf copper-lead stress discrimination method based on FOD spectrum can effectively discriminate the stress types and it was stable. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 22
Main heading: Chemical detection
Uncontrolled terms: Correlation coefficient? - ?Fractional order derivatives? - ?Lead identification? - ?Multi-ordering? - ?Red edge position? - ?Sensitivity indices? - ?Two dimensional distribution? - ?Two wavelength
Classification code: 801 Chemistry
Numerical data indexing: Percentage 1.00e+02%, Percentage 8.12e+01%, Percentage 8.75e+01%, Percentage 9.00e+01%
DOI: 10.6041/j.issn.1000-1298.2021.06.022
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
24. Design and Test of Hydraulic Control Tracked Self-propelled Greenhouse Panax notoginseng Harvester
Accession number: 20212910642734
Title of translation:
Authors: Zhang, Zhaoguo (1, 2); Wang, Yichi (1, 2); Li, Hanqing (1, 3); Dao, Fang (1, 2); Zhang, Zhendong (1, 2); Xue, Haotian (1, 2)
Author affiliation: (1) Faculty of Agriculture and Food, Kunming University of Science and Technology, Kunming; 650500, China; (2) Yunnan Provincial University of Chinese Medicinal Materials Mechanization Engineering Research Center, Kunming; 650500, China; (3) College of Engineering, Northeast Agricultural University, Harbin; 150030, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 127-135 and 158
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Aiming at the problems of low mechanization degree, low harvest efficiency and high harvest damage rate of Panax notoginseng in greenhouse, a self-propelled greenhouse Panax notoginseng harvest machine with hydraulic power transmission system and 380 V three-phase power source was designed, which can complete the harvest of Panax notoginseng, root soil separation and other tasks, its key components were studied. Based on agronomic requirements, the whole machine structure and crawler chassis were designed, and the kinematics model was established. The linear motion characteristics of the complete machine were studied using RecurDyn. The single-side traction power was about 1 357 N, and the center of mass fluctuation was stable. By establishing the kinematic model of the root-soil mixture, the optimal structural parameters of the excavation were determined. The hydraulic control design was divided into three parts: walking, driving, and lifting. FluidSIM and GX Developer were used to design the local operating system and remote-control system software, respectively. The field test results showed that the hydraulic control system and the mechanical part worked well under the conditions of excavation. Under different control modes, the harvest machine can complete the functions of straight line, turning, lifting, and lifting chain rotation, etc. The straight-line travel was stable, the travel offset was 0.49%, and the forward and backward velocities of the hydraulic cylinder were 0.22 m/s, respectively, which were basically consistent with the simulation results. The average yield loss rate was 1.48%, and the average root injury rate was 1.77%. There was no obvious root embedding phenomenon, which met the evaluation index of Panax notoginseng harvest machine. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 25
Main heading: Harvesting
Controlled terms: Computer operating systems? - ?Control systems? - ?Electric power transmission? - ?Excavation? - ?Greenhouses? - ?Harvesters? - ?Kinematics? - ?Remote control? - ?Structural optimization
Uncontrolled terms: Evaluation index? - ?Forward-and-backward? - ?Hydraulic control? - ?Hydraulic control systems? - ?Hydraulic cylinders? - ?Kinematics modeling? - ?Panax notoginseng? - ?Structural parameter
Classification code: 706.1.1 Electric Power Transmission? - ?731.1 Control Systems? - ?821 Agricultural Equipment and Methods; Vegetation and Pest Control? - ?921.5 Optimization Techniques? - ?931.1 Mechanics
Numerical data indexing: Percentage 1.48e+00%, Percentage 1.77e+00%, Percentage 4.90e-01%, Velocity 2.20e-01m/s, Voltage 3.80e+02V
DOI: 10.6041/j.issn.1000-1298.2021.06.013
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
25. Effect of Suppressing Cavitation of Rough Zone on Suction Surface of Centrifugal Pump Blade
Accession number: 20212910642780
Title of translation:
Authors: Zhao, Weiguo (1, 2); Li, Qinghua (1); Kang, Yandong (1)
Author affiliation: (1) College of Energy and Power Engineering, Lanzhou University of Technology, Lanzhou; 730050, China; (2) Key Laboratory of Fluid Machinery and Systems of Gansu Province, Lanzhou University of Technology, Lanzhou; 730050, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 169-176 and 214
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: A low specific speed centrifugal pump was selected as the research object, and a method of suppressing cavitation was proposed by arranging rough zone on the suction surface of the blade leading edge. The modified SST k-ω turbulence model and Kubota cavitation model was applied to carry out cavitation numerical simulation on the whole flow area of the centrifugal pump. By comparing the flow field structure, turbulent kinetic energy distribution, velocity vector, cavitation volume change and pressure fluctuation of monitoring points in centrifugal pump impeller with and without rough zone structure under different cavitation numbers, the performance and cavitation suppression effect of rough zone structure on centrifugal pump were analyzed. The research results showed that the rough zone structure had little effect on the head and efficiency loss of the centrifugal pump, and it also did not have a great impact on the operation of the centrifugal pump. After the rough zone was arranged, the flow field distribution in the impeller was improved, the vortex intensity was weakened, and the flow became more stable. The rough zone structure effectively suppressed the initial formation of cavitation bubbles, reduced the energy dissipation caused by turbulence in the initial stage, and also had a certain inhibitory effect on the volume of the cavitation in the stage that cavitation bubbles had a great impact on the head of the centrifugal pump. Under different cavitation numbers, the rough zone structure had little effect on the main frequency pressure amplitude at the impeller inlet, the outer edge of the impeller and the volute separation tongue, and produced varying degrees of disturbance to the pressure pulsation behind the rough zone structure and close to the structure. The structure had certain reference significance for practical engineering applications. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 28
Main heading: Cavitation
Controlled terms: Centrifugal pumps? - ?Energy dissipation? - ?Flow fields? - ?Impellers? - ?Kinetic energy? - ?Kinetics? - ?Pressure effects? - ?Turbulence models? - ?Vortex flow
Uncontrolled terms: Centrifugal pump impellers? - ?Flow field distribution? - ?Flow field structure? - ?K-Omega turbulence model? - ?Low specific speed centrifugal pump? - ?Practical engineering applications? - ?Pressure fluctuation? - ?Turbulent kinetic energy distribution
Classification code: 525.4 Energy Losses (industrial and residential)? - ?601.2 Machine Components? - ?618.2 Pumps? - ?631.1 Fluid Flow, General? - ?631.1.1 Liquid Dynamics? - ?931.1 Mechanics
DOI: 10.6041/j.issn.1000-1298.2021.06.017
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
26. Design and Experiment of Adjustable Feeding Straw Bale-breaking and Rubbing Filament Machine
Accession number: 20212910642728
Title of translation:
Authors: Wang, Tiejun (1); Wang, Tieliang (1); Cui, Hongguang (2); Gong, Yuanjuan (2); Tian, Subo (2); Wang, Ruili (2)
Author affiliation: (1) College of Water Conservancy, Shenyang Agricultural University, Shenyang; 110866, China; (2) College of Engineering, Shenyang Agricultural University, Shenyang; 110866, China
Corresponding author: Wang, Ruili(wangruili@syau.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 148-158
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: One of the critical barriers for small rubbing filament machine is the great varies of material sizes especially in the feeding direction, which makes it difficult to process the local baled straw by the same device. A small and adjustable bale-breaking and rubbing filament machine was developed and tested to improve baled straw filamentous performance. The machine integrated bale-breaking and feeding device, cutting and shredding device, rubbing and filamentous device and sieving and discharge device. The structure and working principles of the machine were introduced, and the force of the straw in each device was analyzed, on which key devices and components were designed. Meanwhile, the ratio speed of each aixs were matched by the analysis of the transmission system. Effects of motor output speed (X1), screen hole diameter (X2) and feeding gap (X3) on the productivity of standardized unit power (YE) and the percentage of filamentous straw (YH) were explored. Three-dimensional quadratic regression orthogonal rotation central combination experiment method combined with response surface method was used to conduct experiments and explore the interaction effects of influence factors on indicators. A regression model of influence factors and evaluation indicators was established through the analysis of variance. The significant factors affecting YE were ordered of X1, X3, X2, and the significant factors affecting YH were ordered of X2, X1, X3. In the interaction of factors, X1X2 had an extremely significant impact on YE1, and a significant impact on YH1 and YH2; X1X3 had an extremely significant impact on YE1 and a significant impact on YE2; X2X3 had an extremely significant effect on YE1 and YE2. The optimal structure and working parameters combination were determined to be 1 353 r/min and 1 072 r/min for x1, 47 mm and 46 mm for x2, and 12 cm and 35 cm for x3, respectively for the whole-plant and the square-bale maize straw. Verification experiments demonstrated that the actual values for the whole-plant and square-bale maize straw of YE and YH were 99.34 kg/(kW?h), 113.56 kg/(kW?h), 98.86% and 98.30%, respectively. The small and adjustable bale-breaking and rubbing filament machine operation developed was effective for improving productivity and filamentous performance in the baled straw rubbing. It met the design requirements for the grain size of the comprehensive utilization of straws. Overall, the study laid the foundation for the development of the small multi-purpose straw rubbing filament machine. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 29
Main heading: Structural design
Controlled terms: Electric power transmission? - ?Feeding? - ?Productivity? - ?Regression analysis? - ?Structural optimization
Uncontrolled terms: Comprehensive utilizations? - ?Devices and components? - ?Evaluation indicators? - ?Experiment methods? - ?Orthogonal rotations? - ?Quadratic regression? - ?Response surface method? - ?Transmission systems
Classification code: 408.1 Structural Design, General? - ?691.2 Materials Handling Methods? - ?706.1.1 Electric Power Transmission? - ?921.5 Optimization Techniques? - ?922.2 Mathematical Statistics
Numerical data indexing: Percentage 9.83e+01%, Percentage 9.89e+01%, Rotational_Speed 1.07e+03RPM, Rotational_Speed 1.35e+03RPM, Size 1.20e-01m, Size 3.50e-01m, Size 4.60e-02m, Size 4.70e-02m
DOI: 10.6041/j.issn.1000-1298.2021.06.015
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
27. Design and Test of Monomer Sorting and Orientational Conveying Device for Postharvest Cabbage
Accession number: 20212910642720
Title of translation:
Authors: Cui, Gongpei (1); Wang, Jingzheng (2); Wen, Shuangtao (1); Wei, Yongzhe (1); Cui, Yongjie (1, 3); Niu, Zijie (1, 4)
Author affiliation: (1) College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling; 712100, China; (2) SINOTRUK Jinan Special Vehicle Co., Ltd., Ji’nan; 250117, China; (3) Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling; 712100, China; (4) Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling; 712100, China
Corresponding author: Cui, Yongjie(agriculturalrobot@nwafu.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 351-360
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Artificial feeding and orientational sorting of postharvest cabbage are inefficient, labor-intensive and high-cost. Aiming at above problems, and combined with the commercial handling technology and moment of inertia of postharvest cabbage, a monomer sorting and orientational conveying device for postharvest cabbage was developed. Firstly, Turnover and unloading of postharvest cabbages in a spatially stacked state were realized by using a cylinder. Then, the postharvest cabbages were discharged in a single layer under the action of single-layer feeding roller and curved buffer track. And monomer sorting was realized under the guidance of the limit roller and the variable pitch conveyor roller. Finally, single postharvest cabbage in stable space formed by four tapered rollers was directionally conveyed based on moment of inertia. The structure design of the key mechanisms, such as turnover and unloading mechanism, monolayer feeding and buffer mechanism, monomer sorting mechanism with variable pitch, orientational conveying mechanism with tapered roller, was carried out. And the prototype of the monomer sorting and orientational conveying device for postharvest cabbage was trial produced. Taking “Zhonggan 15” cabbage as test material, the orthogonal test was carried out with running speed of unloading cylinder, revolving speed of single-layer feeding roller, revolving speed of variable pitch conveyor roller and line speed of conveying chain as the test factors, and the success rate of monomer sorting and the success rate of orientation as the test indexes. The results showed that the optimal parameters of running speed of unloading cylinder, revolving speed of single-layer feeding roller, revolving speed of variable pitch conveyor roller and line speed of conveying chain were 10 mm/s, 50 r/min, 30 r/min and 300 mm/s, respectively. Under the condition of the optimal parameter combination, the average success rate of monomer sorting was (96.50±2.54)%, the average success rate of orientation was (95.17±3.28)%, and the single-channel operation efficiency was about 1 004 kg/h, which met the operation requirements of subsequent links such as root trimming, detecting and grading. The research results provided a reference for further research and development of multi-channel high-throughput monomer sorting and orientational conveying device, and the mechanization operation of commercial handling for postharvest cabbage. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 34
Main heading: Monomers
Controlled terms: Chain conveyors? - ?Cylinders (shapes)? - ?Feeding? - ?Grading? - ?Rollers (machine components)? - ?Speed? - ?Testing? - ?Unloading
Uncontrolled terms: Conveying mechanisms? - ?Moment of inertia? - ?Optimal parameter? - ?Optimal parameter combinations? - ?Research and development? - ?Research results? - ?Single channel operation? - ?Unloading mechanism
Classification code: 601.2 Machine Components? - ?691.2 Materials Handling Methods? - ?692.1 Conveyors? - ?804 Chemical Products Generally
Numerical data indexing: Mass_Flow_Rate 2.79e-01kg/s, Rotational_Speed 3.00e+01RPM, Rotational_Speed 5.00e+01RPM, Velocity 1.00e-02m/s, Velocity 3.00e-01m/s
DOI: 10.6041/j.issn.1000-1298.2021.06.037
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
28. Effect of Reduced Application of Slow Release Nitrogen Fertilizer on Yield and Nitrogen Utilization Efficiency of Summer Maize
Accession number: 20212910642742
Title of translation:
Authors: Li, Yuannong (1); Zhang, Li (1); Gu, Xiaobo (1); Zhou, Jiaming (1); Zhao, Xiao (1)
Author affiliation: (1) Key Laboratory of Agricultural Soil and Water Engineering in Arid and Semiarid Areas, Ministry of Education, Northwest A&F University, Yangling; 712100, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 285-294
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In response to the problem of excessive nitrogen application and low nitrogen use efficiency in summer maize farmland in Guanzhong, Shaanxi, a two-year field trial was set up in Yangling, Shaanxi in 2018 and 2019. Five levels of nitrogen application (conventional nitrogen application N1 (300 kg/hm2), 100% slow-release nitrogen fertilizer N2 (300 kg/hm2), 65% slow-release nitrogen fertilizer N3 (195 kg/hm2), 30% slow-release nitrogen fertilizer N4 (90 kg/hm2) and no nitrogen (N0) were set, in which phosphate and potassium fertilizers were applied according to uniform standards, with no fertilizer CK as the control, the effects of different slow-release nitrogen fertilizer application rates on the dry matter accumulation, nitrogen accumulation uptake, soil nitrate nitrogen distribution and accumulation, yield and nitrogen utilization efficiency of summer maize were studied. Explanation of results: the application of nitrogen fertilizer can significantly increase the dry matter accumulation, nitrogen uptake and yield of summer maize. Compared with the local conventional nitrogen application (N1 treatment), the above-ground dry matter accumulation and nitrogen accumulation, nitrogen absorption efficiency, nitrogen partial productivity, yield and other indicators of N2 and N3 treatments were all increased significantly. Two-year trial, there was no significant difference between N2 treatment and N3 treatment in dry matter accumulation, cumulative nitrogen uptake, and yield. However, the partial productivity of nitrogen fertilizer of N3 treatment was increased by 54.61% and 56.25% compared with that of N2, and the agronomic utilization rate of nitrogen was increased by 35.24% and 61.48%, the nitrogen transfer rate of vegetative organs was increased by 17.34% and 18.10%, respectively. Reduced application of slow-release nitrogen fertilizer can significantly reduce the residual nitrate nitrogen in the 0~200 cm soil layer, and increase the proportion of nitrate nitrogen in the 0~40 cm soil layer. The highest proportion of nitrate nitrogen in the 0~40 cm soil layer was N3 treatment compared with other nitrogen application treatments, and it was increased by 6.82%~118.60%. Under the condition that both high yield and high nitrogen use efficiency and low nitrogen loss can be satisfied, the application rate of pure nitrogen of slow-release nitrogen fertilizer of 195 kg/hm2 was the best fertilization method in this area. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 42
Main heading: Nitrogen fertilizers
Controlled terms: Efficiency? - ?Nitrates? - ?Phosphate fertilizers? - ?Potassium fertilizers? - ?Productivity? - ?Soils
Uncontrolled terms: Application rates? - ?Dry matter accumulation? - ?Fertilizer applications? - ?Nitrogen absorption? - ?Nitrogen accumulation? - ?Nitrogen utilization efficiencies? - ?Nitrogen-use efficiency? - ?Utilization rates
Classification code: 483.1 Soils and Soil Mechanics? - ?804 Chemical Products Generally? - ?804.2 Inorganic Compounds? - ?913.1 Production Engineering
Numerical data indexing: Percentage 1.00e+02%, Percentage 1.73e+01%, Percentage 1.81e+01%, Percentage 3.00e+01%, Percentage 3.52e+01%, Percentage 5.46e+01%, Percentage 5.62e+01%, Percentage 6.15e+01%, Percentage 6.50e+01%, Size 0.00e+00m to 2.00e+00m, Size 0.00e+00m to 4.00e-01m
DOI: 10.6041/j.issn.1000-1298.2021.06.030
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
29. Water-saving and Fertilizer-reducing Effect of Clinoptilolite in Water-saving Irrigated Paddy Fields in Semiarid Areas of Western Liaoning
Accession number: 20212910642665
Title of translation:
Authors: Wu, Qi (1); Chen, Hongyang (1); Wang, Yanzhi (1); Chi, Daocai (1)
Author affiliation: (1) College of Water Conservancy, Shenyang Agricultural University, Shenyang; 110866, China
Corresponding author: Chi, Daocai(chidaocai@syau.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 305-313 and 406
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: The low water and fertility retention capacity of paddy soils in the semiarid area of Western Liaoning is one of the important obstacles restricting water conservation and high yield in this area. In order to study the water-saving and fertilizer-reducing effects of clinoptilolite in water-saving irrigated paddy fields and clarify the relationship between the process parameters of nitrogen accumulation and rice yields, field experiments were conducted in semiarid areas of Western Liaoning in 2019 and 2020. Conventional flooding irrigation treatment was taken as control, and alternate wet-dry irrigation with application of clinoptilolite, alternate wet-dry irrigation with application of clinoptilolite and 1/4 less nitrogen treatment, alternate wet-dry irrigation with application of clinoptilolite and 1/4 less phosphorus treatment, alternate wet-dry irrigation with application of clinoptilolite and local organic fertilizer instead of quick-acting fertilizer treatment, were designed to monitor rice water consumption, dry matter, nitrogen uptake, etc. Results showed that compared with conventional flooding irrigation, clinoptilolite coupled with alternate wet-dry irrigation significantly saved irrigation water by 4.8% to 11.4%, increased water productivity by 6.2% to 15.5%, reduced phosphate fertilizer by 25%, and increased rice grain yield up to 9.7%. The rice water consumption presented that it was firstly increased and then decreased, and the plant nitrogen requirement conformed to the Richards’s growth function. The principal component analysis showed that the three important parameters affecting the highrice yield were the nitrogen accumulation amount, nitrogen accumulation duration and stablity of nitrogen accumulation process. The significant increase in rice yield for “alternate wet-dry irrigation with application of clinoptilolite and 1/4 less phosphorus” treatment, and “alternate wet-dry irrigation with application of clinoptilolite” treatment was due to the increased nitrogen accumulation in leaves, and then increased the dry matter accumulation and the nitrogen accumulation in rice panicles. In summary, alternate wet-dry irrigation with application of clinoptilolite and 1/4 less phosphorus treatment, and alternate wet-dry irrigation with application of clinoptilolite treatment had characters of both high nitrogen accumulation amount and duration, and stable nitrogen accumulation process, which became the important ways to save irrigation water and increase production efficiency in apaddy field of the semi-arid area of Western Liaoning. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 42
Main heading: Nitrogen fertilizers
Controlled terms: Floods? - ?Irrigation? - ?Phosphate fertilizers? - ?Phosphorus? - ?Plants (botany)? - ?Soil conservation? - ?Water conservation? - ?Water management? - ?Water supply? - ?Zeolites
Uncontrolled terms: Dry matter accumulation? - ?Increase productions? - ?Irrigation treatments? - ?Nitrogen accumulation? - ?Nitrogen requirements? - ?Organic fertilizers? - ?Process parameters? - ?Water productivity
Classification code: 444 Water Resources? - ?446.1 Water Supply Systems? - ?483.1 Soils and Soil Mechanics? - ?804 Chemical Products Generally? - ?804.2 Inorganic Compounds? - ?821.3 Agricultural Methods
Numerical data indexing: Percentage 2.50e+01%, Percentage 4.80e+00% to 1.14e+01%, Percentage 6.20e+00% to 1.55e+01%, Percentage 9.70e+00%
DOI: 10.6041/j.issn.1000-1298.2021.06.032
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
30. Effects of Nitrogen-reducing and Suitable Water on Photosynthetic Characteristics of Winter Wheat and Distribution of Soil Water and Nitrogen
Accession number: 20212910642767
Title of translation:
Authors: Cong, Xin (1); Pang, Guibin (1); Zhang, Lizhi (2); Xu, Zhenghe (1); Yang, Jinliang (1); Mu, Xiaoyu (1)
Author affiliation: (1) School of Water Conservancy and Environment, University of Jinan, Ji’nan; 250022, China; (2) Water Resources Research Institute of Shandong Province, Ji’nan; 250014, China
Corresponding author: Xu, Zhenghe(xu4045@126.com)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 324-332
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Insufficient irrigation water resources and excessive input of nitrogen fertilizer are very common in agricultural production in North China Plain. In order to deal with these problems, a field trial with winter wheat as test material was conducted in the lysimeters in 2018-2019. Under three irrigation levels of W1 (60%ETc(reference crop water requirement), 300 mm), W2 (75%ETc, 370 mm) and W3 (ETc, 495 mm), and three nitrogen levels of N1 (180 kg/hm2), N2 (255 kg/hm2) and N3 (330 kg/hm2), the effects of irrigation-fertilization methods on soil water and nitrogen distribution, photosynthetic characteristics and light response curve parameters of winter wheat flag leaf function period and wheat grain yield were examined. The results showed that W2N2 treatment can maintain wheat growth demand and improve water and nitrogen use efficiency, which increased soil water storage by 41.12 mm and decreased soil nitrate leaching by 15.87%, compared with that of W3N3 treatment. The interaction of water and nitrogen had a significant effect on the photosynthetic characteristics of wheat flag leaves. The Pn, Tr and Gs of W2 and W3 treatments was significantly higher than that of W1 treatment, but there was no significant difference between them, and N treatment had the same response. According to the result of yield test, W2N2 had the largest yield, with significant difference than other treatments. In addition, there was a significant relationship between yield and photosynthetic characteristics, light response curve parameters, which indicated that the improvement of photosynthetic characteristics caused by water and nitrogen was conducive to the accumulation of photosynthetic products, and then increased the yield. Under the conditions of this experiment, W2 treatment (irrigated 370 mm in overwintering period, 75%ETc)combined with N2 treatment (with nitrogen application rate of 255 kg/hm2) can not only maintain high photosynthetic characteristics and crop yield, but also improve the utilization of soil water storage and reduce the risk of nitrate leaching, realizing the water-saving and nitrogen reduction production of winter wheat in the North China Plain. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 26
Main heading: Nitrogen removal
Controlled terms: Agricultural robots? - ?Crops? - ?Irrigation? - ?Leaching? - ?Nitrates? - ?Nitrogen fertilizers? - ?Plants (botany)? - ?Soil moisture? - ?Water conservation? - ?Water resources ? - ?Water supply
Uncontrolled terms: Agricultural productions? - ?Crop water requirements? - ?Light response curves? - ?Nitrogen application rates? - ?Nitrogen distribution? - ?Nitrogen-use efficiency? - ?Photosynthetic characteristics? - ?Soil water storage
Classification code: 444 Water Resources? - ?446.1 Water Supply Systems? - ?483.1 Soils and Soil Mechanics? - ?802.3 Chemical Operations? - ?804 Chemical Products Generally? - ?804.2 Inorganic Compounds? - ?821.3 Agricultural Methods? - ?821.4 Agricultural Products
Numerical data indexing: Percentage 1.59e+01%, Size 3.00e-01m, Size 3.70e-01m, Size 4.11e-02m, Size 4.95e-01m
DOI: 10.6041/j.issn.1000-1298.2021.06.034
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
31. Design and Experiment of Disc Ejection Type Paddy Field Side Deep Fertilization Device
Accession number: 20212910642714
Title of translation:
Authors: Wang, Jinfeng (1); Shang, Wenhu (1); Weng, Wuxiong (1); Wang, Jinwu (1); Wang, Qi (1); Chen, Xinsheng (1)
Author affiliation: (1) College of Engineering, Northeast Agricultural University, Harbin; 150030, China
Corresponding author: Wang, Qi(wangqi_4034@163.com)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 62-72
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to ensure the operation efficiency of lateral deep fertilization in paddy field and improve the fertilization uniformity of lateral deep fertilization device, combined with the agronomic requirements of lateral deep fertilization of rice in cold region, a disc ejection type lateral deep fertilization device was designed, its working principle was expounded, and the key components, disc ejection type fertilizer discharger and air delivery system, were analyzed. Kinematics model of fertilizer discharging process was established, and the rotating speed of fertilizer discharge disc was an important factor affecting fertilization performance. The best work of fertilizer discharging disc was 10~60 r/min by EDEM virtual simulation test. The fertilization performance experiment of lateral deep fertilization device was carried out. The results showed that the consistency of discharge amount and stability of fertilization met the national operation standard of fertilization machinery. Taking the effective working length of fertilizer tank as a factor, the average value of fertilization amount, coefficient of variation of fertilization uniformity and total fertilization amount as indicators, the single factor experiment was carried out. The results showed that when the density of fertilizer was 1.15 g/cm3 and the effective working length of fertilizer tank was adjusted between 5 mm and 20 mm, the total fertilization amount was varied from 137 kg/hm2 to 921 kg/hm2, and the coefficient of variation of fertilization uniformity of lateral deep fertilization device was ranged from 5.96% to 12.77%. Compared with the straight-grooved wheel type and the inclined-grooved wheel type side-deep fertilization device, it was concluded that the disc ejection type side-deep fertilization device effectively improved the uniformity of fertilization, and there was no fertilizer crushing phenomenon in long-term operation under the premise of meeting the requirements of fertilization amount. Four special fertilizers with different densities were selected to verify the fertilizer adjustment performance of the fertilizer application device. The experimental results showed that the designed device had good adaptability to commonly used special fertilizers, and the obtained curves of effective working length of fertilizer tank and total fertilizer application with density of 0.85~1.40 g/cm3 can be directly applied to field operations, which had important reference value for debugging and application of machines and tools and actual production operations. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 28
Main heading: Fertilizers
Controlled terms: Cold working? - ?Disks (machine components)? - ?Program debugging? - ?Tanks (containers)? - ?Wheels
Uncontrolled terms: Air delivery systems? - ?Coefficient of variation? - ?Different densities? - ?Fertilizer applications? - ?Operation efficiencies? - ?Performance experiment? - ?Production operations? - ?Single-factor experiments
Classification code: 535.2 Metal Forming? - ?601.2 Machine Components? - ?619.2 Tanks? - ?723.1 Computer Programming? - ?804 Chemical Products Generally
Numerical data indexing: Mass_Density 1.15e+03kg/m3, Mass_Density 8.50e+02kg/m3 to 1.40e+03kg/m3, Percentage 5.96e+00% to 1.28e+01%, Rotational_Speed 1.00e+01RPM to 6.00e+01RPM, Size 5.00e-03m to 2.00e-02m
DOI: 10.6041/j.issn.1000-1298.2021.06.007
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
32. 15N Tracer Analysis of Nitrogen Uptake and Utilization by Rice Roots under Water and Biochar Management
Accession number: 20212910642678
Title of translation: 15N
Authors: Zhang, Zuohe (1, 2); Zhang, Zhongxue (1, 3); Li, Tiecheng (1, 3); Qin, Ziyuan (1, 3); Sun, Di (1, 3); Song, Jian (1, 3)
Author affiliation: (1) School of Water Conservancy and Civil Engineering, Northeast Agricultural University, Harbin; 150030, China; (2) College of Agriculture and Hydraulic Engineering, Suihua University, Suihua; 152061, China; (3) Key Laboratory of Effective Utilization of Agricultural Water Resources, Ministry of Agriculture and Rural Affairs, Northeast Agricultural University, Harbin; 150030, China
Corresponding author: Zhang, Zhongxue(zhangzhongxue@163.com)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 295-304
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to reveal the nitrogen uptake and utilization of rice roots under water and biochar management, field plot experiment and 15N tracer micro plot were used. Two irrigation modes (dry-shallow-wet irrigation and conventional flooding irrigation) and four straw biochar application levels (0 t/hm2, 2.5 t/hm2, 12.5 t/hm2 and 25 t/hm2) were set up. The effects of straw biochar on the morphological and physiological characteristics of rice roots, and the absorption and utilization of fertilizer and soil nitrogen by roots under dry-shallow-wet irrigation were studied. The results showed that the application of straw biochar changed the morphological and physiological characteristics of rice roots, and the appropriate amount of straw biochar increased the main root length, root volume, root fresh weight, root active absorption area, root bleeding velocity and root activity, optimized the root-shoot ratio, which was conducive to nitrogen absorption; the uptake of fertilizer-15N and soil nitrogen by rice roots under dry-shallow-wet irrigation mode was also improved. There was a significant positive correlation with root bleeding and root activity (P 15N and soil nitrogen by rice roots, and improved rice yield and nitrogen use efficiency. Compared with the treatment without straw biochar, the economic yield, nitrogen absorption and utilization efficiency, agronomic utilization efficiency and partial productivity of nitrogen fertilizer in the treatment of dry-shallow-wet irrigation with 12.5 t/hm2 straw biochar were increased by 13.05%, 30.54%, 11.67% and 13.05%, respectively. The results can provide theoretical basis and technical support for the application of straw biochar in paddy field in cold and black soil region. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 37
Main heading: Nitrogen fertilizers
Controlled terms: Efficiency? - ?Irrigation? - ?Physiology? - ?Plants (botany)? - ?Soils? - ?Tracers? - ?Water management
Uncontrolled terms: Active absorption areas? - ?Black soil regions? - ?Negative correlation? - ?Nitrogen absorption? - ?Nitrogen-use efficiency? - ?Physiological characteristics? - ?Positive correlations? - ?Utilization efficiency
Classification code: 461.9 Biology? - ?483.1 Soils and Soil Mechanics? - ?804 Chemical Products Generally? - ?821.3 Agricultural Methods? - ?913.1 Production Engineering
Numerical data indexing: Percentage 1.17e+01%, Percentage 1.31e+01%, Percentage 3.05e+01%
DOI: 10.6041/j.issn.1000-1298.2021.06.031
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
33. Design and Test of Roller-guided Potato Fixed Weight Bagging Machine
Accession number: 20212910642673
Title of translation:
Authors: Wang, Xiangyou (1, 2); Zhang, Meng (1); Li, Xueqiang (2, 3); Wang, Rongming (1); Su, Guoliang (1); Wang, Faming (2, 3)
Author affiliation: (1) School of Agricultural Engineering and Food Science, Shandong University of Technology, Zibo; 255091, China; (2) Shandong Provincial Intelligent Engineering and Technology Research Center for Potato Production Equipment, Dezhou; 253600, China; (3) Shandong Sidaier Agricultural Equipment Co., Ltd., Dezhou; 253600, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 159-168
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Bagging is an important link from harvesting to transportation and storage of potatoes. To solve the problems of low efficiency and high damage rate of existing potato bagging machines, a new infusion, bag support and fixed weight bagging structure was designed, an efficient and low damage roller-type infusion potato fixed weight bagging machine was developed, and mechanical analysis of key components of the machine and kinematic analysis of key motion processes were conducted, and the main factors affecting the damage and bagging efficiency were identified as inflow bin door angle, conveying speed and loading volume. A quadratic regression orthogonal rotating combination test was conducted with the inflow bin door angle, conveying speed and loading volume as the test factors, and the breakage rate, injury rate and single-port bagging efficiency as the test indicators, and the test results were analyzed by ANOVA with Design-Expert 8.0.6 to determine the main order of the factors affecting the test indicators and to fit the test data. The test factors were analyzed by visually discerning the optimization region through response surface analysis, and the influence law of the test factors on the test indexes was analyzed. Using Design-Expert 8.0.6 optimization module and combining with the actual working situation to determine the optimal values of each factor, a test bench verification test was conducted on this basis, and the test results showed that when the inflow bin door angle was 45°, the conveying speed was 0.35 m/s, and the loading volume was 27 t/h, the breakage rate was 1.8%, the injury rate was 1.4%, and the single-port bagging efficiency was 12.4 t/h, this parameter under the roller type guide flow potato fixed weight bagging machine breakage rate and injury rate was lower, and the bagging efficiency was higher. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 24
Main heading: Testing
Controlled terms: Digital storage? - ?Efficiency? - ?Factor analysis? - ?Food storage? - ?Rollers (machine components)? - ?Surface analysis
Uncontrolled terms: Design and tests? - ?Kinematic Analysis? - ?Loading volumes? - ?Mechanical analysis? - ?Optimization module? - ?Quadratic regression? - ?Response surface analysis? - ?Verification tests
Classification code: 601.2 Machine Components? - ?694.4 Storage? - ?722.1 Data Storage, Equipment and Techniques? - ?913.1 Production Engineering? - ?922.2 Mathematical Statistics? - ?951 Materials Science
Numerical data indexing: Mass_Flow_Rate 3.12e+00kg/s, Mass_Flow_Rate 6.80e+00kg/s, Percentage 1.40e+00%, Percentage 1.80e+00%, Velocity 3.50e-01m/s
DOI: 10.6041/j.issn.1000-1298.2021.06.016
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
34. Design and Experiment of Arc-tooth Reciprocating Motion Type Seedling Avoided Weeding Control Device for Intertillage Paddy
Accession number: 20212910642698
Title of translation:
Authors: Wang, Qi (1); Zhou, Wenqi (1); Tang, Han (1); Ma, Xiaochi (1); Wang, Jinwu (1); Tong, Tong (2)
Author affiliation: (1) College of Engineering, Northeast Agricultural University, Harbin; 150030, China; (2) Jiamusi Institute of Agricultural Mechanization, Heilongjiang Academy of Agricultural Machinery Engineering Science, Jiamusi; 154000, China
Corresponding author: Wang, Jinwu(jinwuw@163.com)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 53-61 and 72
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Aiming at the problems of high missed weeding rate and low weeding rate between plants in paddy fields, and the existing weeding device cannot determine the position of the seedlings and led to the high seedling damage rate, an arc-tooth type automatic seedling avoided weeding device was designed to remove weeds between plants during paddy field cultivation, which was based on the idea of controlling the intermittent opening and closing movement of the weeding execution component. According to the growth status of rice plants in the weeding period of intertillage, the symmetrical weeding teeth used to remove weeds between plants were designed through theoretical analysis, and the main structural parameters of arc-shaped weeding teeth were determined. The automatic control system for avoiding seedlings was designed through the synergy of photoelectric sensors and electric linear actuators. When the weeding device needed to perform the action of avoiding seedlings, the control system controlled the arc-shaped weeding teeth to open a certain distance according to the real-time monitoring of the forward speed to avoid the seedlings. A virtual experiment was carried out based on the dynamic simulation software LS-DYNA. In the experiment, the soil disturbance rate within 0~40 mm below the ground surface was used as the evaluation index, and the working depth of the arc-shaped weeding tooth of the device was determined to be 32 mm, and at this time, the soil disturbance rate reached the maximum value, which was 90.02%. The operating performance of the inter-plant weeding device and automatic seedling avoidance control system was verified through field experiment. When the forward speed was 0.5~0.9 m/s, the average weeding rate of the device was 86.51% and the average seedling damage rate was 0.20%. The performance of weeding and seedling avoidance was stable, and the operation quality can meet the agronomic requirements of paddy field weeding and the operation requirements of “avoiding seedlings and weeding” between plants. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 34
Main heading: Seed
Controlled terms: Automation? - ?Computer software? - ?Control systems? - ?Electric actuators? - ?Linear actuators? - ?Plant shutdowns
Uncontrolled terms: Operating performance? - ?Operation quality? - ?Photoelectric sensors? - ?Real time monitoring? - ?Reciprocating motion? - ?Simulation software? - ?Structural parameter? - ?Virtual experiments
Classification code: 723 Computer Software, Data Handling and Applications? - ?731 Automatic Control Principles and Applications? - ?731.1 Control Systems? - ?732.1 Control Equipment? - ?821.4 Agricultural Products
Numerical data indexing: Percentage 2.00e-01%, Percentage 8.65e+01%, Percentage 9.00e+01%, Size 0.00e+00m to 4.00e-02m, Size 3.20e-02m, Velocity 5.00e-01m/s to 9.00e-01m/s
DOI: 10.6041/j.issn.1000-1298.2021.06.006
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
35. Experimental Optimization of Big Data Cleaning Method for Agricultural Machinery
Accession number: 20212910642795
Title of translation:
Authors: Yuan, Yanwei (1); Xu, Ling (1); Ji, Fuhua (1); Guo, Dafang (1); An, Sa (1); Niu, Kang (1)
Author affiliation: (1) The State Key Laboratory of Soil-Plant-Machine System Technology, Chinese Academy of Agricultural Mechanization Sciences, Beijing; 100083, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 35-42
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Data quality issues are the bottleneck hindering the development of agricultural machinery big data platforms. The existing data cleaning algorithms are not suitable for large-scale, multi-source heterogeneous, high-dimensional, and strong spatiotemporal correlation of agricultural machinery real-time streaming data. To this end, the source and characteristics of the abnormal data of agricultural machinery in complex environments were analyzed, the detection and correction technology of abnormal data was studied, and an online cleaning method for agricultural machinery operation data based on sliding window mechanism was proposed. The method determined abnormal data based on the principle of variance constraint; generated preliminary candidate data based on the principle of minimum change; based on the time correlation of data, the final repair value was obtained through AR and ARX model optimization; relying on the Flink distributed computing platform, it was suitable for large data throughput and high concurrency of agricultural machinery. The validity of the algorithm was verified based on the agricultural machinery operation data of a certain province. The results showed that when the amount of data reached 1×105 and the proportion of abnormal data was 5%, the abnormal recognition rate of the algorithm reached 0.94, and the root mean square error was smaller than that of the existing cleaning algorithm. The experiment was designed based on the Box-Behnken method, and the regression model was obtained through response surface analysis to study the influence of algorithm parameters on the root mean square error and time. The hybrid genetic algorithm based on binary coding optimized the parameters, and the optimized parameter combination can make the root mean square error of the algorithm reach 0.16 and the running time reach 0.13 s. The data cleaning method can provide high-quality data support for the real-time processing of the agricultural machinery big data platform. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 25
Main heading: Parameter estimation
Controlled terms: Agricultural machinery? - ?Agricultural robots? - ?Agriculture? - ?Big data? - ?Cleaning? - ?Errors? - ?Genetic algorithms? - ?Mean square error? - ?Regression analysis? - ?Surface analysis
Uncontrolled terms: Distributed computing platform? - ?Experimental optimization? - ?Hybrid genetic algorithms? - ?Machinery operation data? - ?Response surface analysis? - ?Root mean square errors? - ?Sliding window mechanism? - ?Spatiotemporal correlation
Classification code: 723.2 Data Processing and Image Processing? - ?802.3 Chemical Operations? - ?821 Agricultural Equipment and Methods; Vegetation and Pest Control? - ?821.1 Agricultural Machinery and Equipment? - ?922.2 Mathematical Statistics? - ?951 Materials Science
Numerical data indexing: Percentage 5.00e+00%, Time 1.30e-01s
DOI: 10.6041/j.issn.1000-1298.2021.06.004
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
36. Research Status and Development Analysis of Screening Devices of Grain Combine Harvester
Accession number: 20212910642796
Title of translation:
Authors: Wang, Lijun (1); Song, Lianglai (1); Feng, Xin (1); Wang, Housheng (1); Li, Yihang (1)
Author affiliation: (1) College of Engineering, Northeast Agricultural University, Harbin; 150030, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 1-17
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Screening is one of the critical processes of grain harvesting. The performance of the combine harvester is directly affected by the operating quality of the screening device. The performance of the screening devices can meet the basic requirements of grain harvesting. However, the development of screening technology was affected by some factors, for example, the diversity of agricultural materials, the complexity of the operating environment, and the requirements for agricultural machinery of having the capability of high-speed operation, which resulted in the increase of the throughput and the irregular change of the moisture content. And the difficulty of high-quality-efficient screening would be increased. Screen structure and its driving mechanism were the critical parts of the screening device. The motion of particles on the screen, such as slipping, being thrown upwards, static, and so on, was affected by the shape of the screen, the configuration of the screen hole, the screen material, and other factors. And the performance of the screening device would be affected. The driving mechanism of the screen could achieve the multi-dimensional motion of the screen. The reasonable motion of the screen could accomplish the rapid dispersion of the materials on the screen for penetrating the screen holes efficiently. And the screening efficiency of the device could be improved. The screening technology’s key idea was to solve the contradiction among the screening efficiency, loss percentage of grains, and the impurity percentage of grains. In other words, the grains should penetrate the screen holes efficiently, and the materials other than grains should not penetrate the screen holes but discharge from the device. The purpose of screening was to recover of the full-value grains to ensure the economic value of the grains. These problems were considered, such as particles blocking screen holes, low screening efficiency of devices in a high-throughput, poor fluidity of particles, and wet particles adhering to the screen surface. The research status of screening devices applying to grain was investigated based on the screen’s structure and its driving mechanism. The reference and supplement of grain screening technology, and the efficient and intelligent development of screening devices were discussed. A reference was provided for the research of the grain screening technology and the design of the innovative device in China. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 125
Main heading: Combines
Controlled terms: Agricultural robots? - ?Efficiency? - ?Grain (agricultural product)? - ?Harvesters? - ?Impurities
Uncontrolled terms: Combine harvesters? - ?Driving mechanism? - ?High-speed operation? - ?Motion of particles? - ?Multi dimensional? - ?Operating environment? - ?Screening efficiency? - ?Screening technology
Classification code: 821.1 Agricultural Machinery and Equipment? - ?821.4 Agricultural Products? - ?913.1 Production Engineering? - ?951 Materials Science
DOI: 10.6041/j.issn.1000-1298.2021.06.001
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
37. Analysis of Energy Use Efficiency and Photosynthesis of Lettuce under Alternating Red and Blue Irradiation
Accession number: 20212910642768
Title of translation:
Authors: Chen, Xiaoli (1); Yang, Qichang (2); Wang, Lichun (1); Li, Youli (1); Guo, Wenzhong (1)
Author affiliation: (1) Beijing Research Centre of Intelligent Equipment for Agriculture, Beijing Academy of Agriculture and Forestry Sciences, Beijing; 100097, China; (2) Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu; 610213, China
Corresponding author: Guo, Wenzhong(guowz@nercita.org.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 344-350
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Aiming at the problem of high energy consumption of artificial light source in plant factory, the study on improving the energy utilization rate of lettuce and reducing the energy consumption of light source was carried out through alternating light supply mode. Lettuce was grown in the fully artificial light plant factory, where adjustable red and blue LED panels were used as the sole light source for lettuce growth. In the experiment of alternating irradiation mode of red and blue light, the alternating interval in alternating treatments was 5 min, 10 min, 15 min, 30 min and 60 min, respectively. The simultaneous RB light was regarded as the control, and also pure red R and pure blue B were set for comparison. The results showed that, the fresh weight, LUE and EUE of lettuce in all alternating light treatments were improved by respectively 18.6%~53.6%, 34.3%~78.6% and 34.6%~79.4% compared with the control. The highest fresh weight, LUE and EUE were all detected under 30 min treatment, which were respectively 115.50 g, 5.84% and 1.92%. R/B(30 m) significantly improved the net photosynthetic rate, water use efficiency, Ψo, RC/CSo, Pabs, ABS/CS, TRo/CS and ETo/CS, as well as the specific activity of PS in lettuce leaves. Lettuce biomass were the highest under monochromatic red light, while LUE and EUE were significantly lower than that under R/B(30 m). Pabs was the highest under pure blue light, while LUE and EUE were the lowest or not significantly different with the lowest value. The content of carotenoids in lettuce under R/B(5m) was significantly higher than that in other treatments. High alternating frequency of red and blue light better stimulated the synthesis and accumulation of carotenoids in leaves, which was beneficial for the protection of photosynthetic organs. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 27
Main heading: Plants (botany)
Controlled terms: Energy utilization? - ?Irradiation? - ?Light sources? - ?Pigments
Uncontrolled terms: Artificial light source? - ?Energy-use efficiency? - ?High energy consumption? - ?Irradiation modes? - ?Net photosynthetic rate? - ?Red and blue light? - ?Specific activity? - ?Water use efficiency
Classification code: 525.3 Energy Utilization
Numerical data indexing: Mass 1.16e-01kg, Percentage 1.92e+00%, Percentage 5.84e+00%, Size 3.00e+01m, Size 5.00e+00m, Time 1.80e+03s, Time 3.00e+02s, Time 3.60e+03s, Time 6.00e+02s, Time 9.00e+02s
DOI: 10.6041/j.issn.1000-1298.2021.06.036
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
38. Pest Detection Algorithm of Yellow Plate in Field Based on Improved Faster R-CNN
Accession number: 20212910642703
Title of translation: Faster R-CNN
Authors: Xiao, Deqin (1); Huang, Yigui (1); Zhang, Yuanqin (1); Liu, Youfu (1); Lin, Sicong (1); Yang, Wentao (1)
Author affiliation: (1) College of Mathematics and Informatics, South China Agricultural University, Guangzhou; 510642, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 242-251
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Realizing identification and counting of vegetable pests captured by yellow plates under complex conditions in the field is an essential prerequisite for targeted prevention and treatment pests and diseases of crop. Because of the small size, the large number and uneven distribution of pests trapped by yellow plates, it brings a great challenge to both manual and machine identification of pests. The current mainstream machine learning model Faster R-CNN was introduced to identify and count the main pests such as diamondback moth, striped flea beetle and bemisia tabaci on the yellow plates. It also proposed a modified Faster R-CNN pest detection algorithm (Mobile terminal pest Faster R-CNN, MPF R-CNN) based on Faster R-CNN. This algorithm combined ResNet101 network with FPN network as a feature extraction network and designed a variety of different size anchor pairs in the RPN network to judge the foreground and background of features. This algorithm also adopted ROIAlign instead of ROIPooling for feature mapping and a dual loss function for algorithm parameter control. The experimental analysis of 2 440 sample images showed that the average accuracy of MPF R-CNN in the detection of bemisia tabaci, striped flea beetle, diamondback moth and other large pests (body length greater than 5 mm) in the realistic and complex natural environment were 87.84%, 86.94%, 87.42% and 86.38%, respectively. The average accuracy in the low density of 0~480 on 35 cm×25 cm yellow plate was 93.41%, and the mean accuracy in the case of the medium density of 480~960 was 89.76%. There was no significant difference between the detection accuracy in sunny and rainy days in medium and low density and the determination coefficient between the counting result of this algorithm and the insect count was 0.925 5. Simultaneously, the average recognition time of the algorithm was 1.7 s when it was put into the Mi 7 mobile terminal system with the architecture of “WeChat applet + cloud storage server + algorithm server” for application test. The results showed that the present algorithm can support the current portable applications in terms of accuracy and speed and can provide technical support for the rapid mobile monitoring and identification of vegetable pests, which had a good promotion prospect. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 32
Main heading: Convolutional neural networks
Controlled terms: Complex networks? - ?Computer terminals? - ?Mobile telecommunication systems? - ?Signal detection? - ?Vegetables
Uncontrolled terms: Algorithm parameters? - ?Detection algorithm? - ?Determination coefficients? - ?Experimental analysis? - ?Machine identification? - ?Machine learning models? - ?Natural environments? - ?Portable applications
Classification code: 716.1 Information Theory and Signal Processing? - ?722 Computer Systems and Equipment? - ?722.2 Computer Peripheral Equipment? - ?821.4 Agricultural Products
Numerical data indexing: Percentage 8.64e+01%, Percentage 8.69e+01%, Percentage 8.74e+01%, Percentage 8.78e+01%, Percentage 8.98e+01%, Percentage 9.34e+01%, Size 5.00e-03m, Time 1.70e+00s
DOI: 10.6041/j.issn.1000-1298.2021.06.025
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
39. Vegetation Classification of Desert Steppe Based on Unmanned Aerial Vehicle Remote Sensing and Random Forest
Accession number: 20212910642785
Title of translation:
Authors: Yang, Hongyan (1); Du, Jianmin (2); Ruan, Peiying (3); Zhu, Xiangbing (2); Liu, Hao (2); Wang, Yuan (2)
Author affiliation: (1) College of Mechanical Engineering, Inner Mongolia University of Technology, Huhhot; 010051, China; (2) College of Mechanical and Electrical Engineering, Inner Mongolia Agricultural University, Huhhot; 010018, China; (3) College of Agricultural Engineering and Food Science, Shandong University of Technology, Zibo; 255000, China
Corresponding author: Du, Jianmin(nndjwc202@imau.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 186-194
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Desert steppe is the most arid type of grassland. As the transition between grassland and desert, desert steppe constitutes the fragile zone of ecological environment, and it is also the early warning area of climate change and ecosystem evolution. Using unmanned aerial vehicle (UAV) hyperspectral remote sensing technology to extract grassland vegetation types more quickly and accurately is of great significance to the monitoring of grassland ecological security and the rational development of grassland animal husbandry. The HEX-6 eight rotor UAV was utilized, on which the Pika XC2 hyperspectral imager (spectral wavelength: 400~1 000 nm, spectral resolution: 1.3 nm) was mounted to collect remote sensing images of desert steppe in Inner Mongolia, China. The hyperspectral images with a spatial resolution of 2.1 cm were obtained by the UAV flying at a height of 30 m from the ground. Spectral difference was enhanced by spectral continuum removal transformation and vegetation indices were constructed by the spectra after continuum removal transformation. The step by step band selection method was used to select vegetation feature bands for reducing data dimension. A random forest classification model with 24 variables, including spectral features, vegetation features, terrain features and texture features was constructed and compared with support vector machine (SVM), K-nearest neighbor (KNN) and maximum likelihood classification (MLC). The random forest classification algorithm (SBS_RF) proposed had the best classification effect among the four classification methods. The overall classification accuracy was 91.06%, which was 7.9, 15.61 and 18.33 percentage points higher than that of SVM, KNN and MLC, respectively. Kappa coefficient was 0.90, which was 0.13, 0.23 and 0.26 higher than that of SVM, KNN and MLC, respectively. The results showed that the combination of UAV hyperspectral remote sensing and SBS_RF algorithm provided a technical means for rapid investigation of desert grassland vegetation types and quantitative indicators for grassland ecological monitoring and animal husbandry management. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 36
Main heading: Support vector machines
Controlled terms: Agriculture? - ?Animals? - ?Antennas? - ?Classification (of information)? - ?Climate change? - ?Decision trees? - ?Ecology? - ?Landforms? - ?Maximum likelihood? - ?Nearest neighbor search ? - ?Random forests? - ?Remote sensing? - ?Spectroscopy? - ?Textures? - ?Unmanned aerial vehicles (UAV)? - ?Vegetation
Uncontrolled terms: Ecological environments? - ?Hyperspectral remote sensing? - ?Hyperspectral remote sensing technology? - ?K nearest neighbor (KNN)? - ?Maximum likelihood classifications? - ?Quantitative indicators? - ?Random forest classification? - ?Vegetation classification
Classification code: 443.1 Atmospheric Properties? - ?454.3 Ecology and Ecosystems? - ?481.1 Geology? - ?652.1 Aircraft, General? - ?716.1 Information Theory and Signal Processing? - ?723 Computer Software, Data Handling and Applications? - ?821 Agricultural Equipment and Methods; Vegetation and Pest Control? - ?921.5 Optimization Techniques? - ?922.1 Probability Theory? - ?961 Systems Science
Numerical data indexing: Percentage 9.11e+01%, Size 1.30e-09m, Size 2.10e-02m, Size 3.00e+01m, Size 4.00e-07m to 1.00e-06m
DOI: 10.6041/j.issn.1000-1298.2021.06.019
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
40. Pressure Drop Characteristics of R141b Flow Boiling in Microchannels under Ultrasonic Field
Accession number: 20212910642669
Title of translation: R141b
Authors: Luo, Xiaoping (1); Liu, Qian (1); Yu, Jia (1); Liao, Zhengbiao (1)
Author affiliation: (1) School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou; 510640, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 418-426
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Microchannel heat exchanger is widely used in agriculture due to compact structure and high efficiency. However, the minification of size can lead to the increase in flow resistance of the system, pressure drop and energy consumption, and finally cause lower economic efficiency. Previous work has proved that ultrasound can be applied to microchannel heat exchanger to improve its heat transfer performance, but the effect of ultrasound on flow boiling pressure drop is not clear. To investigate the effect of ultrasound on flow boiling pressure drop characteristics in microchannels, a microchannel experiment section with an ultrasonic transducer was designed. Using the refrigerant R141b as the experimental working fluid, the flow boiling experiment was conducted in rectangular microchannels with the cross-section of each single channel being 2 mm×2 mm to study the pressure drop characteristics of refrigerant R141b in microchannels under the action of ultrasound and a high-speed digital video camera was used to visualize the flow boiling in the microchannels. The pressure of the system was set as 152 kPa, the heat flux density ranged from 10.01 kW/m2 to 23.30 kW/m2, mass flow rate ranged from 29.67 kg/(m2?s) to 177.96 kg/(m2?s), the applied ultrasonic power ranged from 12.5 W to 50 W and frequency ranged from 23 kHz to 40 kHz. The results showed that the proportions of the pressure drop components of the microchannels with or without ultrasound were approximately the same and the friction pressure drop accounted for the largest proportion, followed by gravity pressure drop and acceleration pressure drop, with the proportion of inlet and outlet pressure drop being the smallest. The ultrasound applied at the inlet of microchannels had a slight reduction effect on the flow boiling pressure drop of the microchannels. When the mass flow rate was 118.64 kg/(m2?s) and the heat flux density was 17.03 kW/m2, the application of 50 W and 40 kHz ultrasound could reduce the two-phase frictional pressure drop per unit length by 12.70%. When the mass flow rate was 118.64 kg/(m2?s) and the heat flow density was 18.56 kW/m2, the frictional pressure drop per unit length of two phases was increased by 36.15% with 50 W ultrasound compared with 12.5 W ultrasound, and the frictional pressure drop per unit length was decreased by 23.85% with 40 kHz ultrasound compared with 23 kHz ultrasound. The influence of ultrasonic parameters on the friction pressure drop per unit length was weaker at higher heat flux. In order to reduce the flow boiling pressure drop in microchannel, ultrasonic wave with relatively lower power and higher frequency would yield better results. The ultrasound affected the pressure drop of two-phase region mainly by changing the bubble dynamics. The visualization results showed that ultrasonic wave can affect the number and size of bubbles and flow pattern in the channel. In the bubble flow stage, acoustic cavitation and acoustic streaming could promote the formation of bubbles and increase the frequency of bubble detachment. In the intense boiling stage, the increase of gas-liquid interface would hinder the propagation of ultrasound and weaken acoustic cavitation. The research result can provide a reference for the application of ultrasound in microchannel heat exchanger. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 35
Main heading: Thermoacoustics
Controlled terms: Agricultural robots? - ?Bubbles (in fluids)? - ?Cavitation? - ?Computer graphics? - ?Drops? - ?Energy utilization? - ?Flow patterns? - ?Friction? - ?Heat exchangers? - ?Heat flux ? - ?Heat transfer performance? - ?High speed cameras? - ?Mass transfer? - ?Microchannels? - ?Multimedia systems? - ?Phase interfaces? - ?Pressure drop? - ?Pressure effects? - ?Refrigerants? - ?Two phase flow ? - ?Ultrasonic transducers? - ?Ultrasonic waves? - ?Video cameras
Uncontrolled terms: Friction pressure drop? - ?Frictional pressure drops? - ?High-speed digital video cameras? - ?Micro-channel heat exchangers? - ?Pressure drop characteristic? - ?Rectangular microchannels? - ?Two-phase frictional pressure drop? - ?Visualization results
Classification code: 525.3 Energy Utilization? - ?616.1 Heat Exchange Equipment and Components? - ?631 Fluid Flow? - ?641.2 Heat Transfer? - ?641.3 Mass Transfer? - ?723.5 Computer Applications? - ?742.2 Photographic Equipment? - ?751 Acoustics, Noise. Sound? - ?753.1 Ultrasonic Waves? - ?753.2 Ultrasonic Devices? - ?801.4 Physical Chemistry? - ?803 Chemical Agents and Basic Industrial Chemicals? - ?931.1 Mechanics
Numerical data indexing: Frequency 2.30e+04Hz, Frequency 2.30e+04Hz to 4.00e+04Hz, Frequency 4.00e+04Hz, Percentage 1.27e+01%, Percentage 2.39e+01%, Percentage 3.61e+01%, Power 1.25e+01W, Power 1.25e+01W to 5.00e+01W, Power 5.00e+01W, Pressure 1.52e+05Pa, Surface_Power_Density 1.00e+04W/m2 to 2.33e+04W/m2, Surface_Power_Density 1.70e+04W/m2, Surface_Power_Density 1.86e+04W/m2
DOI: 10.6041/j.issn.1000-1298.2021.06.044
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
41. Design and Experiment of Seed Metering Device for Rapeseed Based on Seeding Frequency Feedback
Accession number: 20212910642718
Title of translation:
Authors: Ding, Youchun (1, 2); Liu, Weipeng (1, 2); Dong, Wanjing (1, 2); Chen, Liyuan (1, 2); Liu, Xiaodong (1, 2); Jin, Wei (1, 2)
Author affiliation: (1) College of Engineering, Huazhong Agricultural University, Wuhan; 430070, China; (2) Key Laboratory of Agricultural Equipment in Mid-lower Yangtze River, Ministry of Agriculture and Rural Affairs, Wuhan; 430070, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 73-82 and 116
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: The seed metering device for rapeseed was the core working part of rape mechanized seeding technology. The performance of seed metering device for rapeseed directly determined the quality of rape seeding. One of the trends to achieve intelligent sowing is to obtain sowing information through real-time detection of rape seed flow and control the sowing volume accordingly. The electronic control seed metering device that used motor speed as the control target had the problem of unstable seeding quantity in real time under complex working conditions. This problem has made it difficult for the seed metering device to achieve the agronomy requirements of sowing quantity. A seed metering device which can perform feedback control based on real-time sowing information was designed to solve this problem. The seed metering device for rapeseed consisted of a screw tube seed rowing mechanism, a detection and control module, a small grain size seed sensing module and a drive module. In order to orderly pass all seeds through the sensing area of the small grain size seed sensing module, the structure of the seed guide tube was designed. This seed guide tube can match the sensor module. It can effectively reduce loss sowing. The seed metering device for rapeseed was tested for rotation speed-seeding frequency measurement and seeding accuracy rate. A seeding quantity compensation model was constructed based on the result of test. This model reduced sowing detection errors. The seed metering device for rapeseed was tested for rotation speed-seeding quantity measurement and seeding accuracy rate. A seeding quantity compensation model was constructed based on the result of test. This model reduced sowing detection errors. A seed metering device control system was designed by using the small grain size seed sensing module to complete real-time seeding information detection, and it used the detected information as input to the control system. The control module calculated based on the set seeding information and the forward speed information measured by the hall speed measurement module. The control module converted the difference between the theoretical seeding frequency and the actual seeding frequency measured in real time by the small grain size seed sensing module into the speed difference as the controller input. The control module decided on the corresponding duty cycle. The bench test showed that the seeding quantity detection accuracy of the seed metering device for rapeseed detection was higher than 98.75% in the range of 10.1~60.4 Hz seeding frequency. The coefficient of variation of seeding quantity stability of seed metering device for rapeseed was less than 1.16% at different rotation speeds. The field test results showed that the error rate of sowing quantity was less than 2.55% and the coefficient of variation of seeding quantity stability of seed metering device for rapeseed was less than 0.98% at different forward speeds of the tractor. This seed metering device for rapeseed provided technical support for precision sowing in small plots. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 32
Main heading: Feedback
Controlled terms: Automobile testing? - ?Errors? - ?Grain size and shape? - ?Oilseeds? - ?Pneumatic materials handling equipment? - ?Speed
Uncontrolled terms: Coefficient of variation? - ?Compensation modeling? - ?Detection and controls? - ?Electronic controls? - ?Frequency measurements? - ?Information detection? - ?Real-time detection? - ?Seed metering devices
Classification code: 632.4 Pneumatic Equipment and Machinery? - ?662 Automobiles and Smaller Vehicles? - ?731.1 Control Systems? - ?821.4 Agricultural Products
Numerical data indexing: Frequency 1.01e+01Hz to 6.04e+01Hz, Percentage 1.16e+00%, Percentage 2.55e+00%, Percentage 9.80e-01%, Percentage 9.88e+01%
DOI: 10.6041/j.issn.1000-1298.2021.06.008
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
42. Design and Experiment of Toothed Roller Forage Crop Conditioning Test Bench
Accession number: 20212910642696
Title of translation:
Authors: Li, Fade (1, 2); Xing, Shulun (1); Tian, Fuyang (1, 3); Yan, Yinfa (1, 3); Wang, Jin (4); Song, Zhanhua (1, 2)
Author affiliation: (1) College of Mechanical and Electronic Engineering, Shandong Agricultural University, Tai’an; 271018, China; (2) Shandong Key Laboratory of Horticultural Machinery and Equipment, Tai’an; 271018, China; (3) Shandong Engineering Laboratory of Agricultural Equipment Intelligence, Tai’an; 271018, China; (4) China Association of Agricultural Machinery Manufacturers, Beijing; 100083, China
Corresponding author: Song, Zhanhua(songzh6688@163.com)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 136-147
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to study the influence of various factors on the forage crops conditioning performance and improve the quality of forage crops after harvest, a toothed roller conditioning test bench with adjustable space between conditioning rollers was designed. The test bench was mainly composed of conditioning roller, gap adjusting mechanism, quick changing mechanism of conditioning roller and measurement and control system, etc. The measurement and control system can collect the torque and speed information between the fixed roller and the transmission shaft in real time, and then calculate the energy consumption of the test bed. In order to test the performance of the conditioning test bench, taking the rotate speed of the fixed roller, the feeding rate of the per unit working length of the conditioning rollers and the gap of the conditioning rollers as the experimental factors, the unit energy consumption, the stem breakage rate and the grain breakage rate as the target values, a three-factor three-level response surface test with the Box-Behnken test method was carried out using forage crops. By the analysis of the test data, the quadratic regression models of the unit energy consumption, the stem breakage rate and the grain breakage rate were established, respectively, the optimal solution of the working parameters of the forage crops conditioning test bench were achieved, that was, the rotate speed of the fixed roller was 1 157 r/min, and the feeding rate of the per unit working length of the conditioning rollers was 10.84 kg/(m?s), and the gap of conditioning rollers was 2.6 mm. Meanwhile, the optimal solutions of the conditioning qualities of the forage crops under the optimal working parameters conditions were achieved, respectively, that was, the unit energy consumption was 2 347.44 J/kg, the stem breakage rate was 95.66%, and the grain breakage rate was 95.19%. Subsequently, the working parameters of the forage crops conditioning test bench were set as the optimal solution parameters of the models listed above, the confirmation tests with the forage crops were carried out. The results showed that the measurement values of the conditioning quality parameters of the forage crops under the optimal working parameters conditions were consistent with the optimization results, that was, the unit energy consumption, the stem breakage rate and the grain breakage rate of the forage crops were respectively 2 377.53 J/kg, 95.62% and 95.02%, the relative errors between the solution optimization values of the models and the measured values of the confirmation tests were less than 1%. The research results provided data reference and technical support for the design of forage crop conditioning machinery and the selection of working parameters. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 27
Main heading: Testing
Controlled terms: Control systems? - ?Crops? - ?Energy utilization? - ?Machine design? - ?Optimal systems? - ?Regression analysis? - ?Rollers (machine components)? - ?Solution mining
Uncontrolled terms: Adjusting mechanism? - ?Conditioning tests? - ?Experimental factors? - ?Measurement and control systems? - ?Quadratic regression? - ?Quality parameters? - ?Solution optimizations? - ?Transmission shafts
Classification code: 502.1 Mine and Quarry Operations? - ?525.3 Energy Utilization? - ?601 Mechanical Design? - ?601.2 Machine Components? - ?731.1 Control Systems? - ?821.4 Agricultural Products? - ?922.2 Mathematical Statistics? - ?961 Systems Science
Numerical data indexing: Percentage 1.00e+00%, Percentage 9.50e+01%, Percentage 9.52e+01%, Percentage 9.56e+01%, Percentage 9.57e+01%, Rotational_Speed 1.16e+03RPM, Size 2.60e-03m, Specific_Energy 3.47e+02J/kg, Specific_Energy 3.78e+02J/kg
DOI: 10.6041/j.issn.1000-1298.2021.06.014
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
43. Spatial and Temporal Evolution of Navel Orange Orchard Land and Its Driving Factors in Fengjie County
Accession number: 20212910642666
Title of translation:
Authors: Wang, Bin (1, 2); He, Binghui (1); Lin, Na (3); Wang, Wei (3); Li, Tianyang (1); An, Lichao (2)
Author affiliation: (1) College of Resources and Environment, Southwest University, Chongqing; 400715, China; (2) Chongqing Geomatics and Remote Sensing Center, Chongqing; 401147, China; (3) School of Civil Engineering, Chongqing Jiaotong University, Chongqing; 400074, China
Corresponding author: He, Binghui(hebinghui@swu.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 52
Issue: 6
Issue date: June 25, 2021
Publication year: 2021
Pages: 204-214
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: To study the temporal and spatial evolution law and driving force mechanism of navel orange orchard land, and formulate sustainable land use policy and maintain a good balance between economic development and ecological environment protection in the Three Gorges Reservoir area, Fengjie County of Chongqing, the main production area of navel orange, was selected as the research area, the temporal and spatial evolution pattern of navel orange orchard in Fengjie County from 2000 to 2019 was explored by using multi-source data such as geographical national conditions data and remote sensing images. On the basis of natural and socio-economic categories, policy category was introduced, totally 26 potential factors of pixel and township scales were selected, and then the random forest regression method was used to quantitatively analyze the relative importance of driving factors of land use change in navel orange orchard, and the marginal effects of main factors were also analyzed. The results showed that the navel orange orchard in Fengjie County was expanded rapidly from 2000 to 2019, with an overall scale increase of 150% and an average annual growth of 7.5%. They were mainly distributed along the Yangtze River, Meixi River, Daxi River, Caotang River, Zhuyi River and other main water systems in a zonal distribution, and gradually expanded along the river valley direction. The relative importance of the following driving factors ranked in the top nine were as follows: distance from water source, distance from urban area, soil pH value at pixel scale, and average slope, average elevation, special fund for poverty alleviation of navel orange industry, special fund for modern agricultural citrus industry, science and technology project fund of navel orange industry at township scale and aspect. The contribution of policy factors in the expansion of navel orange orchard was significant, which indicated that more appropriate policies were needed to be formulated to guide the healthy development of navel orange industry. The marginal dependence of navel orange orchard expansion on the main driving factors was strong, and there were differences among different spatial levels. On the whole, the expansion of navel orange orchards tended to occur in areas with average slope of 15°~25°, average elevation of 200~450 m, distance from water source less than 3 km, soil pH value of 5.5~7.6, financial support and good location conditions. The relative importance of the driving factors of land use/cover change (LUCC) in navel orange orchard was quantitatively analyzed, the driving mechanism of navel orange orchard expansion was explained, and effective technical reference for formulating land use policies was provided to guide the sustainable development of navel orange industry. ? 2021, Chinese Society of Agricultural Machinery. All right reserved.
Number of references: 29
Main heading: Citrus fruits
Controlled terms: Agricultural robots? - ?Decision trees? - ?Economics? - ?Environmental regulations? - ?Land use? - ?Orchards? - ?pH? - ?Pixels? - ?Regression analysis? - ?Remote sensing ? - ?Reservoirs (water)? - ?Rivers? - ?Sustainable development
Uncontrolled terms: Average annual growth? - ?Ecological environment protections? - ?Land use/cover change? - ?Remote sensing images? - ?Science and Technology? - ?Sustainable land use? - ?Temporal and spatial evolutions? - ?Three gorges reservoir area
Classification code: 403 Urban and Regional Planning and Development? - ?441.2 Reservoirs? - ?454.2 Environmental Impact and Protection? - ?801.1 Chemistry, General? - ?821.3 Agricultural Methods? - ?821.4 Agricultural Products? - ?922.2 Mathematical Statistics? - ?961 Systems Science? - ?971 Social Sciences
Numerical data indexing: Percentage 1.50e+02%, Percentage 7.50e+00%, Size 2.00e+02m to 4.50e+02m, Size 3.00e+03m
DOI: 10.6041/j.issn.1000-1298.2021.06.021
Compendex references: YES
Database: Compendex
Compilation and indexing terms, Copyright 2021 Elsevier Inc.
Data Provider: Engineering Village
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