2023年第8期共收錄41篇
1. Solid-liquid Two-phase Flow of Mixed Particles in Vortex Pump Based on CFD-DEM
Accession number: 20234114853474
Title of translation: CFD-DEM
Authors: Gao, Xiongfa (1, 2); Gao, Cong (1); Zhang, Desheng (1); Shi, Weidong (1, 3); Shi, Ya (1); Wang, Jiabin (4)
Author affiliation: (1) Research Center of Fluid Machinery Engineering and Technology, Jiangsu University, Zhenjiang; 212013, China; (2) Wenling Fluid Machinery Technology Institute, Jiangsu University, Wenling; 317500, China; (3) School of Mechanical Engineering, Nantong University, Nantong; 226000, China; (4) Shandong Shuanglun Group Co., Ltd., Weihai; 264200, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 163-170 and 248
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to explore the mechanism of solid liquid two phase flow in the folded-blade vortex pump, based on the computational fluid dynamics-discrete element method (CFD-DEM) coupling algorithm, the rapeseed and soybean particles were mixed in equal proportion, and the solid-liquid two-phase flow numerical simulation and experimental research of the vortex pump were carried out under different flow conditions and volume concentrations. The internal flow law and particle distribution characteristics of the folded blade vortex pump were also studied. Under the condition of small flow rate, the rotating reflux length in the inlet pipe was longer, and the disturbance to the inlet flow was greater. As the flow rate was increased, the reflux length of the inlet pipe was decreased gradually. With the increase of flow rate, the number of vortices on the front surface of the impeller was increased first and then decreased, and gradually gathered towards the turning point. The particles in the pump were affected by the combined action of circulating flow and through flow. The particles in the center of the inlet pipe were mainly affected by the through flow, directly passing through the vaneless cavity and impacting the impeller inlet. The particles near the pipe wall were greatly affected by the circulating flow. The particle distribution in the leafless cavity showed that the concentration in the center was the highest, the concentration in the middle was decreased gradually with the increase of the outer diameter, and the concentration in the outer edge was increased slightly. The number of particles in the front half of the impeller was significantly less than that in the rear half of the impeller. The particles moved along the folding edge of the first section of blade, and began to separate at the folding point, and no longer followed the folding edge of the second section. Under different working conditions, the pump inlet had different degrees of rotational reflux, resulting in a decrease in the inlet flow area. The existence of circulating flow made the particles in the vaneless cavity and the inlet pipe fully rotated, the pumping capacity was enhanced, and the blockage was not easy to occur. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 25
Main heading: Computational fluid dynamics
Controlled terms: Centrifugal pumps? - ?Flow rate? - ?High speed photography? - ?Impellers? - ?Inlet flow? - ?Numerical methods? - ?Two phase flow? - ?Vortex flow
Uncontrolled terms: Back flow? - ?Computational fluid dynamic-discrete element method coupling algorithm? - ?Coupling algorithms? - ?Discrete elements method? - ?Folded blade? - ?High-speed photography experiment of inlet rotating backflow? - ?Highspeed photography? - ?Inlet pipe? - ?Mixed particles? - ?Vortex pumps
Classification code: 601.2 Machine Components? - ?618.2 Pumps? - ?631 Fluid Flow? - ?631.1 Fluid Flow, General? - ?723.5 Computer Applications? - ?742.1 Photography? - ?921.6 Numerical Methods? - ?931.1 Mechanics? - ?943.2 Mechanical Variables Measurements
DOI: 10.6041/j.issn.1000-1298.2023.08.015
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
2. Plastic-mulched Farmland Recognition in Loess Plateau Based on Sentinel-2 Remote-sensing Images
Accession number: 20234114851381
Title of translation: Sentinel-2
Authors: Zhao, Cheng (1, 2); Liang, Yingying (1, 2); Feng, Hao (2, 3); Wang, Zhao (4); Yu, Qiang (3, 4); He, Jianqiang (1, 4)
Author affiliation: (1) Key Laboratory for Agricultural Soil and Water Engineering in Arid Area, Ministry of Education, Northwest A&F University, Shaanxi, Yangling; 712100, China; (2) Institute of Water-saving Agriculture in Arid Areas of China, Northwest A&F University, Shaanxi, Yangling; 712100, China; (3) State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Institute of Water and Soil Conservation, Chinese Academy of Science, Ministry of Water Resource, Shaanxi, Yangling; 712100, China; (4) Key Laboratory of Eco-Environment and Meteorology for the Qinling Mountains and Loess Plateau, Shaanxi Provincial Meteorological Bureau, Xian; 710016, China
Corresponding author: He, Jianqiang(jianqiang_he@nwsuaf.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 180-192
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Plastic film mulching has greatly increased crop yields in arid and semi-arid regions of China, but also caused a lot of environmental problems. Thus, timely and accurate mapping of plastic-mulched farmlands through remote sensing technology is helpful for governments to plan agricultural production and deal with micro-plastic pollutions. However, the existing recognition methods based on single-temporal remote-sensing images with low and medium resolutions are unable to accurately recognize the plastic-mulched farmlands in the Loess Plateau due to its complex terrain and fragmented agricultural landscapes. In order to accurately recognize plastic-mulched farmlands in the Loess Plateau, different feature set combination schemes and multi-temporal image combination schemes applicable to recognize plastic-mulched farmlands in the Loess Plateau were constructed based on Sentinel-2 remote-sensing images and random forest algorithm. Three testing areas were selected for constructing recognition schemes mentioned above, including Linxia County in Gansu Province, Pengyang County in Ningxia Hui Autonomous Region, and Shanyin County in Shanxi Province, and one validation area of Xunyi County in Shaanxi Province were chosen as the scheme validation area. Firstly, based on the random forest algorithm, the optimal feature set combination scheme with the highest recognition accuracy was selected from seven different feature set combination schemes for each growth stage (sowing stage, flourishing stage, and harvesting stage). Then, based on the remote-sensing images of the three different crop growth stages and their corresponding optimal feature set combination schemes, different multi-temporal image combination schemes were constructed to recognize the plastic-mulched farmlands, and then the optimal multi-temporal image combination scheme was selected. Finally, the effectiveness of the optimal feature set combination scheme and multi-temporal image combination sheme for recognizing plastic-mulched farmlands was verified in Xunyi County, and the spatial distribution maps of plastic-mulched farmland in each research area were drawn. The results showed that the visible bands (B 2, B 3, and B4) and the short-wave infrared bands (B l l and B12) in the spectral feature set of Sentinel-2 remote-sensing images, the normalized difference bareness and built-up index (N D B B I), normalized difference water index (N D W I), bare soil index (B S I), normalized difference built-up index (N D B I), and modified normalized difference water index (M N D W I) in the index feature set, and the sum average (savg) and correlation (corr) in the textural feature set can be used as optimal input feature variables for recognizing plastic-mulched farmlands. Among the seven different feature set combination schemes, the “spectum index” scheme was the optimal scheme for recognizing plastic-mulched farmlands during the sowing and harvesting stages. The Fl-score for plastic-mulched farmland recognition in these two stages in the four study areas was greater than 87 % and 57 %, respectively. The “spctrum index texture” scheme was the optimal scheme for recognizing plastic-mulched farmlands during the flourishing stage with Fl-score greater than 71 % in the four study areas. Generally, the plastic-mulched farmland recognition accuracy based on multi-temporal remote-sensing images was higher than that based on single-temporal remote-sensing images. Among different multi-temporal image combination schemes, “sowing stage flourishing stage harvesting stage” can be used as the optimal scheme for plastic-mulched farmland recognition, and the Fl-score for recognizing plastic-mulched farmlands in the four study areas was greater than 92 %. In general, plastic-mulched farmlands in the Loess Plateau can be accurately recognized based on random forest algorithm and the optimal feature set combination schemes and multi-temporal image combination scheme. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 44
Main heading: Remote sensing
Controlled terms: Crops? - ?Engines? - ?Farms? - ?Forestry? - ?Infrared radiation? - ?Landforms? - ?Sediments? - ?Vegetation mapping
Uncontrolled terms: Features optimizations? - ?Features sets? - ?Google earth engine? - ?Google earths? - ?Multi-temporalremote-sensing image? - ?Plastic-mulched farmland? - ?Random forests? - ?Remote sensing images? - ?Remote-sensing? - ?Remote-sensing recognition
Classification code: 405.3 Surveying? - ?481.1 Geology? - ?483 Soil Mechanics and Foundations? - ?741.1 Light/Optics? - ?821 Agricultural Equipment and Methods; Vegetation and Pest Control? - ?821.4 Agricultural Products
Numerical data indexing: Percentage 5.70E 01%, Percentage 7.10E 01%, Percentage 8.70E 01%, Percentage 9.20E 01%
DOI: 10.6041/j.issn.1000-1298.2023.08.017
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
3. Effect of Water and Nitrogen Coupling on Carbon Source and Sink of Paddy Ecosystem in Black Soil Area
Accession number: 20234114875977
Title of translation:
Authors: Zhang, Zhongxue (1, 2); Xue, Li (1, 2); Li, Tiecheng (1, 2); Qi, Zhijuan (1, 2); Wang, Zhongbo (1, 2); Zhou, Xin (1, 2)
Author affiliation: (1) School of Water Conservancy and Civil Engineering, Northeast Agricultural University, Harbin; 150030, China; (2) Key Laboratory of Efficient Utilization of Agricultural Water Resources, Ministry of Agriculture and Rural Affairs, 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: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 330-338
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: A field experiment was conducted to explore the effects of different water and nitrogen coupling methods on the carbon balance of paddy ecosystem in 2022. Two irrigation modes (conventional flooding irrigation (F) and rice-controlled irrigation (C)) and three nitrogen application levels (conventional nitrogen application-level (N, 110 kg/hm), 10% nitrogen reduction-level (Nl, 99 kg/hm) and 20% nitrogen reduction-level (N2, 88 kg/hm)) were set up in the experiment. The effects of different water and nitrogen coupling on dry matter weight, carbon content, soil respiration C02 emission flux, CH4emission flux, and total emissions of both were analyzed. The net ecosystem carbon budget (NECB) evaluation system was used to analyze the carbon source and sink effect of ecosystem in black soil paddy fields. The results showed that under different water and nitrogen coupling modes, the carbon sequestration of rice panicles and roots accounted for 26. 61% -40. 92% and 24. 63% -31. 95% of the total carbon sequestration, respectively. Under the same nitrogen application rate, C can improve the carbon content and dry matter weight of rice organs compared with F. During the whole growth period of rice, the CH4 emission flux of each treatment showed a trend of increasing first, then decreasing before increasing, and peaked at tillering stage and jointing-booting stage. The soil respiration C02 emission flux of each treatment showed a single peak variation, and the peak appeared at the tillering stage. Under the same irrigation mode, except for the regreening period, the CH4 emission flux and soil respiration C02 emission flux of each treatment was decreased with the decrease of nitrogen application rate. Under the same nitrogen application rate, compared with rice control irrigation, F reduced soil respiration C02 emission flux and total emission, but increased CH4 emission flux and total emission. Under different water and nitrogen coupling modes, the net primary productivity of rice was 4245. 82-6958. 19 kg/m, the net primary productivity of panicle was the highest, and the net primary productivity of litter was the lowest, accounting for 42. 88% -51.82% and 3. 19% -3.90% in the net primary productivity of rice, respectively. Under the same nitrogen application rate, the net primary productivity of rice in each treatment of C mode was higher than that of conventional irrigation mode. Compared with FN, FN1 and FN2 treatments, the net primary productivity of CN, CN1 and CN2 treatments was increased by 11. 17%, 31.92% and 2.98%, respectively. In addition, the NECB of different water and nitrogen coupling modes was positive, which indicated that the paddy ecosystem in the black soil area was a net carbon “sink”. The net carbon budget of CN1 treatment (1082. 87 kg/hm) was significantly higher than that of other treatments (P ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 32
Main heading: Nitrogen
Controlled terms: Budget control? - ?Carbon? - ?Ecosystems? - ?Irrigation? - ?Photosynthesis? - ?Soils
Uncontrolled terms: Black soil? - ?Carbon budgets? - ?Carbon sink? - ?Ecosystem carbons? - ?Emissions fluxes? - ?Net ecosystem carbon budget? - ?Net primary productivity? - ?Paddy field in black soil area? - ?Paddy fields? - ?Water and nitrogen coupling
Classification code: 454.3 Ecology and Ecosystems? - ?483.1 Soils and Soil Mechanics? - ?741.1 Light/Optics? - ?802.2 Chemical Reactions? - ?804 Chemical Products Generally? - ?821.3 Agricultural Methods
Numerical data indexing: Linear density 1.90E 01kg/m, Mass 1.10E 02kg, Mass 8.70E 01kg, Mass 8.80E 01kg, Mass 9.90E 01kg, Percentage 1.00E 01%, Percentage 1.70E 01%, Percentage 1.90E 01% to 3.90E 00%, Percentage 2.00E 01%, Percentage 2.98E 00%, Percentage 3.192E 01%, Percentage 6.10E 01%, Percentage 6.30E 01%, Percentage 8.80E 01% to 5.182E 01%, Percentage 9.20E 01%, Percentage 9.50E 01%
DOI: 10.6041/j.issn.1000-1298.2023.08.032
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
4. Dynamic Change Direction of Tractor Based on Oil Filling Flow and Aeration Degree
Accession number: 20234114851423
Title of translation:
Authors: Yan, Xianghai (1, 2); Wei, Haijiang (1); Liu, Mengnan (2); Zhao, Junfeng (3); Zhang, Jingyun (1, 2); Xu, Liyou (1, 2)
Author affiliation: (1) College of Vehicle and Traffic Engineering, Henan University of Science and Technology, Luoyang; 471003, China; (2) State Key Laboratory of Intelligent Agricultural Power Equipment, Luoyang; 471003, China; (3) Luoyang Oriental Zhongcheng Clutch Co., Ltd., Luoyang; 453003, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 381-393
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: The effects of different oil flow rates and aeration degree on the performance of power reversing were studied. The oil flow rate of tractor power reversing clutch is easily affected by temperature, return spring stiffness and preload force, and the air content of hydraulic oil is easily polluted during filling and working. The reversing performance was evaluated by using reversing time, impact, slip work and wear to improve the quality of the tractor’s power reversing, working efficiency and service life of the drive train. Taking the TX4A drive train of Dongfanghong LF2204 tractor as the research object, the mathematical model of the dynamic reversing process considering the oil filling flow and aeration degree was established. The mechanical model, control model and hydraulic model of the reversing clutch were established based on ADAMS, Matlab/Simulink and AMESim. Simulation analysis and bench test were carried out under the condition that the forward gear changed to the backward gear when the tractor was working in I gear. The simulation results showed that when the hydraulic oil aeration degree was 0. 1% and the oil filling flow rate was 16 L/m i n, and 14 L/m i n, compared with the flow rate of 20 L/m i n, the commutation time was increased by 20 % and 43 %, the transmission minimum output torque was decreased by 26 % and 52 %, the slip work was increased by 33 % and 78 %, the maximum impact degree was decreased by 11 % and 18 %, maximum wear was increased by 24 % and 44 %, respectively. When the oil flow rate was 20 L/m i n and the aeration degree was 1% and 5%, compared with the aeration degree of 0. 1%, the commutation time was increased by 26 % and 85 %, the minimum output torque of the transmission was decreased by 0. 4% and 0. 8%, the slip work was increased by 38 % and 163 %, the maximum impact degree was decreased by 57 % and 50 %, and maximum wear was increased by 47 % and 163 %, respectively. The bench test results showed that the variation trend of the test data was basically consistent with that of the simulation test d a t a, and the error was within 5%. The maximum error occurred when the oil filling flow rate was 20 L/m i n and the aeration degree was 5 %. The main reason was that the oil pulsation itself had impact on the sensor, and the proportional valve was affected by oil bubbles, which reduced the output accuracy. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 20
Main heading: Digital storage
Controlled terms: Clutches? - ?Filling? - ?Flow rate? - ?Hydraulic models? - ?Quality control? - ?Simulink? - ?Tractors (agricultural)? - ?Tractors (truck)? - ?Transmissions? - ?Wear of materials
Uncontrolled terms: Degree of aeration? - ?Filling flows? - ?Oil filling? - ?Oil filling flow? - ?Oil flow rate? - ?Power? - ?Power shift? - ?Power shift transmission? - ?Reversing performance? - ?Tractor
Classification code: 602.2 Mechanical Transmissions? - ?631 Fluid Flow? - ?632.1 Hydraulics? - ?663.1 Heavy Duty Motor Vehicles? - ?691.2 Materials Handling Methods? - ?722.1 Data Storage, Equipment and Techniques? - ?723.2 Data Processing and Image Processing? - ?821.1 Agricultural Machinery and Equipment? - ?913.3 Quality Assurance and Control? - ?931.2 Physical Properties of Gases, Liquids and Solids? - ?943.2 Mechanical Variables Measurements? - ?951 Materials Science
Numerical data indexing: Percentage 1.00E00%, Percentage 1.10E 01%, Percentage 1.63E 02%, Percentage 1.80E 01%, Percentage 2.00E 01%, Percentage 2.40E 01%, Percentage 2.60E 01%, Percentage 3.30E 01%, Percentage 3.80E 01%, Percentage 4.00E 00%, Percentage 4.30E 01%, Percentage 4.40E 01%, Percentage 4.70E 01%, Percentage 5.00E 00%, Percentage 5.00E 01%, Percentage 5.20E 01%, Percentage 5.70E 01%, Percentage 7.80E 01%, Percentage 8.00E 00%, Percentage 8.50E 01%, Volume 1.40E-02m3, Volume 1.60E-02m3, Volume 2.00E-02m3
DOI: 10.6041/j.issn.1000-1298.2023.08.037
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
5. Fertilizer Efficiency and Heavy Metal Risk Analysis of Continuous Application of Biogas Fertilizer in Vegetable Cultivation
Accession number: 20234114853431
Title of translation:
Authors: Jin, Keda (1); Peng, Yuzhi (1); Yang, Gaozhong (1); Ran, Yi (1, 2); Yao, Yiqing (3); Ai, Ping (1)
Author affiliation: (1) College of Engineering, Huazhong Agricultural University, Wuhan; 430070, China; (2) Biogas Institute of Ministry of Agriculture and Rural Affairs, Chengdu; 610041, China; (3) College of Mechanical and Electronic Engineering, Northwest A&F University, Shaanxi, Yangling; 712100, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 359-370
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to explore the fertilizer effect of biogas fertilizer (BF) in vegetable planting, three rounds of Shanghai cabbage-eggplant rotation planting experiments were carried out in the greenhouse, and the application rates of low (BF-L), medium (BF-M) and high (BF-H) biogas fertilizer were set up. The effect of BF replacing chemical fertilizer (CF) and the threshold value of high load land consumption of BF were discussed from the perspectives of yield, soil characteristics and heavy metal risk. The results showed that the yield of BF groups was 6% lower than that of CF group in Shanghai cabbage planting, and the average yield of BF-M group was the highest in BF groups (39.7t/hm2). In eggplant planting, the yield of BF groups was higher than that of CF group, and the average yield of BF-H group was the highest, reaching 58.3t/hm2, which was 27% higher than that of CF group. After two years of continuous application of BF, the total nitrogen (TN) and total phosphorus (TP) contents of soil were increased significantly, and the increase was much higher than that of CF group. The TN content of soil in BF-M and BF-H groups was increased by 84% and 85% compared with that of the original soil, and the TP content of soil was increased by 3.4 times and 3.2 times. However, the effect of BF application on soil total potassium (TK) content was not obvious, which was only about 17% higher than that of the original soil. In addition, the soil pH value of continuous application of BF was more stable, which can effectively alleviate the problem of soil acidification caused by nitrogen fertilizer application. However, like CF, BF application had a greater impact on soil electric conductivity (EC). The soil EC value of BF-M and BF-H groups showed an increasing trend year by year, with an increase of more than 70% compared with that of the original soil. Furthermore, there was no risk of excessive heavy metals and heavy metal intake in the three seasons of vegetables harvested, and there was no phenomenon that the heavy metal content of vegetables increased year by year. Moreover, the continuous application of BF only caused the accumulation of Cu and Zn in soil, but it was still within the standard limit, and had no significant effect on the content of Pb, Cr, Cd, As and Hg in soil, and there was no heavy metal pollution caused by BF application. The research result can provide a reference for the evaluation of fertilizer efficiency and safety of continuous rounds of high-load BF application in facility vegetable cultivation. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 32
Main heading: Heavy metals
Controlled terms: Biogas? - ?Cultivation? - ?Nitrogen fertilizers? - ?Soil surveys? - ?Soils? - ?Vegetables
Uncontrolled terms: Biogas fertilizer? - ?Chemical fertilizers? - ?Eggplant? - ?Facility cultivation? - ?Fertilizer applications? - ?Fertilizer efficiency? - ?Original soils? - ?Plantings? - ?Shanghai cabbage? - ?Soil characteristics
Classification code: 483.1 Soils and Soil Mechanics? - ?522 Gas Fuels? - ?531 Metallurgy and Metallography? - ?804 Chemical Products Generally? - ?821.2 Agricultural Chemicals? - ?821.3 Agricultural Methods? - ?821.4 Agricultural Products? - ?821.5 Agricultural Wastes
Numerical data indexing: Percentage 1.70E 01%, Percentage 2.70E 01%, Percentage 6.00E 00%, Percentage 7.00E 01%, Percentage 8.40E 01%, Percentage 8.50E 01%
DOI: 10.6041/j.issn.1000-1298.2023.08.035
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
6. Marginal Effects of Photosynthetic Characteristics and Yield in Maize and Soybean Intercropping Systems
Accession number: 20234114875978
Title of translation:
Authors: Cui, Wenfang (1); Qin, Dezhi (1); Chen, Jing (1); Liu, Jian (1); Yan, Haiou (1); Qin, Li (1)
Author affiliation: (1) Vocational and Technical College, Inner Mongolia Agricultural University, Baotou; 014109, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 309-319
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to clarify the marginal effect of intercropping patterns and the localized maize and soybean intercropping technical patterns in Hetao Irrigation Area of Inner Mongolia, four intercropping technical patterns (row ratio: 2: 3, 2: 4, 4: 3, 4: 4 (T 2: 3, T 2: 4, T 4: 3, T4: 4)) were set under the condition of trickle irrigation. The changes of photosynthetic characteristics, interspecific competitiveness and marginal effect were analyzed with maize and soybean as control. The results showed that the overall chlorophyll SPAD and nitrogen content of maize leaves in mono-cropping and intercropping reached peak at the large trumpet stage, and then decreased gradually, and then appeared a small peak at the filling stage. At this time, the chlorophyll SPAD and nitrogen contents in the T2: 3 mode were not significantly different from those in mono-cropping stage, and the chlorophyll SPAD and nitrogen contents in the large trumpet stage were decreased by 0.91% and 5.07% compared with that in mono-cropping stage, respectively. Compared with monocropping, the net photosynthetic rate was increased by 5.09% and 5. 17%, respectively, and reached the peak at the spinneret stage, but T2: 3 decreased slowly compared with monocropping. Other modes were characterized by low peak, early appearance (large trumpet stage), and rapid decline. The contents of chlorophyll SPAD and nitrogen in the leaves of T2: 3 mode and mono-cropping soybean reached a peak at the flowering stage, and then decreased gradually, and a small peak appeared at the drum grain stage. At pod stage and drum grain stage, the SPAD value and nitrogen content of T2-3 mode were increased by 2. 32% and 5. 11%, respectively, compared with that of mono-cropping. The peak value of net photosynthetic rate appeared late (bulging stage), while the peak value of other models appeared early and decreased rapidly, especially in the middle line of models T2:4, T4: 3 and T4:4. Therefore, the long post-anthesis photosynthetic stability period of intercropping populationwas the key, which was an important reason to exert the advantage of intercropping. Only T2: 3 model land equivalent ratio was greater than 1, reaching 1. 38, and the relative crowding coefficient of soybean was greater than that of maize, and the encroachment power and competition ratio of intercropping soybean were greater than that of maize. T2: 3 had obvious intercropping advantage and competitiveness, and the relative yield growth of soybean was greater than that of maize, so it was a competitive dominant species. The maize and soybean yields of T2: 3 mode were the highest, which were 9705 kg/hm and 2265 kg/hm, respectively, accounting for 81. 08% and 18. 92% of the system yield. Maize yield, chlorophyll SPAD and net photosynthetic rate in T4: 4 mode had significant marginal advantage, while soybean only showed marginal advantage in photosynthetic rate, and middle-line soybean in T2: 3 mode had photosynthetic advantage. In conclusion, T2: 3 model was the appropriate intercropping technology model in Hetao Irrigation Area of Inner Mongolia. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 29
Main heading: Chlorophyll
Controlled terms: Competition? - ?Grain (agricultural product)? - ?Irrigation? - ?Nitrogen? - ?Plants (botany)
Uncontrolled terms: Inner Mongolia? - ?Intercropping? - ?Interspecific competitiveness? - ?Irrigation area? - ?Maize? - ?Marginal effects? - ?Net photosynthetic rate? - ?Nitrogen content? - ?Photosynthetic characteristics? - ?Soybean
Classification code: 804 Chemical Products Generally? - ?804.1 Organic Compounds? - ?821.3 Agricultural Methods? - ?821.4 Agricultural Products? - ?911.2 Industrial Economics
Numerical data indexing: Mass 2.265E 03kg, Mass 9.705E 03kg, Percentage 1.10E 01%, Percentage 1.70E 01%, Percentage 3.20E 01%, Percentage 5.07E 00%, Percentage 5.09E 00%, Percentage 8.00E 00%, Percentage 9.10E-01%, Percentage 9.20E 01%
DOI: 10.6041/j.issn.1000-1298.2023.08.030
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
7. Estimation of Potato Chlorophyll Content Based on UAV Multi-source Sensor
Accession number: 20234114853417
Title of translation:
Authors: Bian, Mingbo (1, 2); Ma, Yanpeng (1, 2); Fan, Yiguang (1, 2); Chen, Zhiehao (3); Yang, Guijun (1, 2); Feng, Haikuan (1, 4)
Author affiliation: (1) Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing; 100097, China; (2) Key Laboratory of Quantitative Remote Sensing in Agriculture, Ministry of Agriculture and Rural Affairs, Beijing; 100097, China; (3) School of Geomatics and Land Information Engineering, Henan Polytechnic University, Jiaozuo; 454000, China; (4) National Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing; 210095, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 240-248
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Chlorophyll is an important indicator for measuring crop photosynthesis, and monitoring leaf chlorophyll content (LCC) of potatoes during critical growth stages. UAV RGB and multispectral images were obtained during the potato tuber formation, tuber growth, and starch accumulation periods. Vegetation indices (VIs) were extracted from UAV multispectral images, and texture information (TIs) was extracted from RGB images by using Gabor filters. Then, the SVR-REF method was used for data dimensionality reduction to obtain the importance ranking of vegetation indices and texture features, and an iterative approach was used to add texture information to the best vegetation index model and observe the dynamic effect of each added texture information on the model. Finally, support vector machine (SVR) and K-nearest neighbor (KNN) algorithms were used for modeling. The results showed that the accuracy and stability of the two models were improved after adding texture features during the critical growth stages of potatoes, and the SVR model performed better than the KNN model. During the tuber formation period, the SVR modeling R2 was increased from 0.61 to 0.71, and RMSE was decreased from 0.20mg/g to 0.17mg/g, with an accuracy improvement of 14.2%. The validation R2 was increased from 0.58 to 0.66, and RMSE was decreased from 0.19mg/g to 0.17mg/g, with an accuracy improvement of 10.5%. During the tuber growth period, the SVR modeling R2 was increased from 0.59 to 0.67, and RMSE was decreased from 0.16mg/g to 0.14mg/g, with an accuracy improvement of 13.3%. The validation R2 was increased from 0.71 to 0.79, and RMSE was decreased from 0.15mg/g to 0.13mg/g, with an accuracy improvement of 13.3%. During the starch accumulation period, the SVR modeling R2 was increased from 0.62 to 0.69, and RMSE was decreased from 0.17mg/g to 0.14mg/g, with an accuracy improvement of 17.6%. The validation R2 was increased from 0.47 to 0.63, and RMSE was decreased from 0.17mg/g to 0.14mg/g, with an accuracy improvement of 17.6%. In addition, the number of vegetation indices involved in SVR modeling during the three periods were 19, 16, and 3, respectively, and the number of texture features were 4, 2, and 9, respectively. When vegetation indices were unable to respond adequately to chlorophyll content, more texture information was involved in modeling, and the model accuracy was improved significantly, further demonstrating the importance of texture features in chlorophyll content inversion in potatoes. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 22
Main heading: Unmanned aerial vehicles (UAV)
Controlled terms: Chlorophyll? - ?Gabor filters? - ?Image enhancement? - ?Iterative methods? - ?Nearest neighbor search? - ?Starch? - ?Support vector machines? - ?Textures? - ?Tubes (components)
Uncontrolled terms: Accuracy Improvement? - ?Atlas fusion? - ?Chlorophyll contents? - ?Gabor texture? - ?Machine-learning? - ?Potato? - ?Support vector machine models? - ?Texture features? - ?Texture information? - ?Vegetation index
Classification code: 619.1 Pipe, Piping and Pipelines? - ?652.1 Aircraft, General? - ?703.2 Electric Filters? - ?723 Computer Software, Data Handling and Applications? - ?804.1 Organic Compounds? - ?815.1.1 Organic Polymers? - ?921.5 Optimization Techniques? - ?921.6 Numerical Methods
Numerical data indexing: Percentage 1.05E 01%, Percentage 1.33E 01%, Percentage 1.42E 01%, Percentage 1.76E 01%, null 1.50E-01null to 1.30E-01null, null 1.60E-01null to 1.40E-01null, null 1.70E-01null to 1.40E-01null, null 1.90E-01null to 1.70E-01null, null 2.00E-01null to 1.70E-01null
DOI: 10.6041/j.issn.1000-1298.2023.08.023
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
8. Automatic Measurement Method of Goat Body Size Based on Double Vision Angle Camera Image
Accession number: 20234114853944
Title of translation:
Authors: Lu, Mingzhou (1, 2); Guang, Erying (1, 2); Chen, Zikang (1, 2); Wang, Feng (3); Zhang, Shengfu (4); Xiong, Yingjun (1, 2)
Author affiliation: (1) College of Artificial Intelligence, Nanjing Agricultural University, Nanjing; 210031, China; (2) Key Laboratory of Livestock Farming Equipment, Ministry of Agriculture and Rural Affairs, Nanjing; 210031, China; (3) College of Animal Science and Technology, Nanjing Agricultural University, Nanjing; 210095, China; (4) Computer College, Qinghai Nationalities University, Xining; 810007, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 286-295
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: The body size of farm animal is an important criterion for selection and appraising of variety resources, and body size is also employed to estimate animal body weight in many existing studies. In order to meet the requirement of measuring goat body size in a non-contact manner, a double view goat body images acquisition system was designed and the corresponding algorithm for goat body size calculating was developed. The double view images acquisition system was set up by using PLC controller, photoelectric sensors, limit switches, reducer motors, and industrial cameras. Goat’s top view binary image was obtained by using background subtraction. The simple linear iterative clustering algorithm ( SLIC ) was introduced to construct the texture and color feature vectors of the superpixel of the side view goat body image. Each superpixel of a side view image was classified as foreground and background part by using a support vector machine ( SVM) based classifier. The confidence and the region adjacent graph ( RAG) of each superpixel were comprehensively used to binarize the side view goat body image. A set of methods for the body size feature points locating in the side and top view binary images of goat body was proposed. These feature points were further employed to calculate the goat body size parameters such as body height, body slant length, chest depth, chest width, and pipe diameter. Then, chest girth was fitted by using chest depth and chest width, circumference of cannon bone was fitted by using pipe diameter. The developed method was tested by using the double view images of Haimen goat collected in a breeding farm. The test results indicated that SLIC, SVM and RAG can segment the goat side view foreground with an accuracy of 94% . The intersection of union (IoU) of the side and top view foreground obtained by the algorithm and the manually labeled one were respectively 96. 1% and 97.5%. The goat body size parameters calculated by using the developed algorithm were compared with those measured manually. The comparison results indicated that the average errors of the circumference of cannon bone, body height, chest depth, chest width, chest girth and body slant length were 5. 5% ,3. 7% ,2. 6%, 5. 2% ,4. 1% and 3. 9%, respectively. Therefore, the image acquisition device developed can obtain the goat body double view images efficiently, and the proposed methods for goat image foreground segmentation and the feature points locating. Comprehensive utilization of the image acquisition device and the corresponding image processing algorithm developed provided a solution to the problem of measuring goat body size in an automatic manner. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 28
Main heading: Image segmentation
Controlled terms: Animals? - ?Anthropometry? - ?Binary images? - ?Carboxylic acids? - ?Clustering algorithms? - ?Color? - ?Image acquisition? - ?Image classification? - ?Image enhancement? - ?Iterative methods ? - ?Superpixels? - ?Support vector machines? - ?Textures
Uncontrolled terms: Body image? - ?Body size measurement? - ?Body sizes? - ?Double view image? - ?Haimen goat? - ?Images segmentations? - ?Side view? - ?Size measurements? - ?Super pixels? - ?Top views
Classification code: 461.3 Biomechanics, Bionics and Biomimetics? - ?723 Computer Software, Data Handling and Applications? - ?723.2 Data Processing and Image Processing? - ?741.1 Light/Optics? - ?804.1 Organic Compounds? - ?903.1 Information Sources and Analysis? - ?921.6 Numerical Methods
Numerical data indexing: Percentage 1.00E00%, Percentage 2.00E 00%, Percentage 5.00E 00%, Percentage 6.00E 00%, Percentage 7.00E 00%, Percentage 9.00E 00%, Percentage 9.40E 01%, Percentage 9.75E 01%
DOI: 10.6041/j.issn.1000-1298.2023.08.028
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
9. Design and Experiment of Rapeseed Wide-width Folding Shallow-rotation Combined Precision Direct Seeder
Accession number: 20234114851404
Title of translation:
Authors: Kang, Yan (1); Liao, Qingxi (1, 2); Liao, Yitao (1, 2); Han, Jingxuan (1); Cheng, Hao (1); Zhang, Qingsong (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: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 42-52 and 109
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: To solve the problems of complex process and low efficiency in rape seeding operation in the rice-oil rotation cropping area in mid-lower Yangtze River, a wide-width folding shallow-rotation combined precision direct seeder for rapeseed was designed, which can realize the functions of opening furrows, shallow rotation, precision seeding of rapeseed, covering soil. The basic structure and working process of the machine were analyzed and determined, and the kinematics and the dynamics analysis on the hydraulic folding mechanism were carried out. The Matlab software was used to determine the structural parameters and the maximum load of the hydraulic cylinder, and the hydraulic folding control system was designed based on the hydraulic oil circuit of the tractor. According to the operational requirements of ditch opening depth, width, plowing depth, and uniformity of soil cover, the speed range of the cutter shaft was 360 ~ 480 r/m i n, and the rotation radii of the ditching cutter and shallow rotary cutter roller were determined to be 320 mm and 175 m m, respectively, the number of ditching cutters was 8. The value range of the structural parameters of the soil dividing deflector was analyzed, the orthogonal test of the uniformity of the soil covering under different structural parameters of the soil dividing deflector was carried out by using EDEM software, and the regression mathematical model of the uniformity of covering soil on the installation distance of the soil dividing deflector, the length of the deflector and the angle of soil dividing plate was established. The simulation test results showed that when the installation distance of the soil dividing guide plate was 200 mm, the length of the guide plate was 600 mm, and the angle of the soil dividing plate was 60°, the uniformity of the covering soil can reach 93. 33%. The field test results showed that when the forward speed of the unit was 3. 6 km/h, the depth of the furrow was 150 mm, and the rotational speed of the cutter shaft was 480 r/min, the seed bed crushing rate after operation of the rapeseed wide-width folding shallow-rotating precision combined direct seeding machine was 91. 62%, the straw burial rate was 90.72%, the box surface flatness was 13. 17 mm, and the seedling formation rate was 73. 89%. The operation effect of the wide-width folding shallow-rotation combined precision direct seeder can meet the requirements of rapeseed direct seeding operation. The research result can provide a approach for the design of wide efficient seed drill for rapeseed. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 27
Main heading: Rotation
Controlled terms: Crop rotation? - ?Efficiency? - ?MATLAB? - ?Oilseeds? - ?Orthogonal functions? - ?Plates (structural components)? - ?Software testing? - ?Soils
Uncontrolled terms: Complex Processes? - ?Direct-seeding? - ?Foldable? - ?Foldings? - ?Guide plates? - ?Rapesed direct seede? - ?Shallow rotation? - ?Soil diversion? - ?Structural parameter? - ?Wide-width
Classification code: 408.2 Structural Members and Shapes? - ?483.1 Soils and Soil Mechanics? - ?723.5 Computer Applications? - ?821.4 Agricultural Products? - ?913.1 Production Engineering? - ?921 Mathematics? - ?931.1 Mechanics
Numerical data indexing: Angular velocity 8.016E 00rad/s, Percentage 3.30E 01%, Percentage 6.20E 01%, Percentage 8.90E 01%, Percentage 9.072E 01%, Size 1.50E-01m, Size 1.70E-02m, Size 1.75E 02m, Size 2.00E-01m, Size 3.20E-01m, Size 6.00E 03m, Size 6.00E-01m
DOI: 10.6041/j.issn.1000-1298.2023.08.004
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
10. Design and Experiment of Pneumatic-Mechanical Combined Leaves Removing Machine for Artemisia selengensis
Accession number: 20234114851397
Title of translation:
Authors: Wan, Xingyu (1, 2); Wu, Anyang (1, 2); Liao, Qingxi (1, 2); Ma, Guoqing (1, 2); Li, Yuntong (1, 2); Liao, Yitao (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: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 132-142
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Artemisia selengensis, whose edible part is stem and several fresh leaves at the top, is a characteristic vegetable in China. Most of the leaves need to be removed before the sale. However, it is hard to remove the easy folding leaves without damaging the fresh stem. Existing leaves removing operation of the Artemisia selengensis is still rely on the hand labor with high cost and labor consumption. To improve the mechanization level of leaves removing operation, a pneumatic-mechanical combined leaves removing machine for the Artemisia selengensis was designed. The effective removing of leaves from the stem was realized through the pneumatic adsorption guidance of leaves suction drum and the mechanical pulling of leaves pulling roller. Characteristics based on the defoliation machine was designed. The geometric parameters of Artemisia selengensis were statistically analyzed while the pull resistance of leaves in forward, normal, and reverse pulling were tested. It was indicated that the reverse pulling method was better to remove the leaves. The analysis of the structural parameters and operating parameters of the key components such as the leaves suction drum and pulling roller was carried out. The air flow field of the leaves suction drum was simulated based on CFD. Combined with the simulation orthogonal test, the axial spacing of the suction hole was determined to be 10 mm, the circumferential distribution angle was 10°, the number of effective holes was 121, the diameter of the suction hole was 4 mm with the depth of 4 mm, and the relative height of the leaves pulling roller was 30 mm. By taking the leaves suction drum speed, the leaves pulling roller speed and feeding rate as experimental factors, taking the removal rate and breaking rate of leaves as evaluation indexes, the quadratic regression orthogonal experiment was conducted. The regression mathematical model was established. The optimal parameter combination was obtained as leaves suction drum speed of 77 r/min, leaves pulling roller speed of 65 r/min, and feeding rate of 40 mm/s. Under the optimal parameter combination condition, the leaves removal rate and breaking rate were 94.32% and 12.93%, respectively. The operation efficiency could reach 12.3 kg/h, which met the production of the Artemisia selengensis. The research result could provide a reference for the structure improvement and optimization of leaves removing machine for Artemisia selengensis. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 24
Main heading: Pneumatics
Controlled terms: Agricultural machinery? - ?Computational fluid dynamics? - ?Rollers (machine components)
Uncontrolled terms: Artemisia selengensis? - ?Breakings? - ?Drum speed? - ?Feeding rate? - ?Leaf removing machine? - ?Mechanical? - ?Optimal parameter combinations? - ?Pneumatic suction mechanical pulling? - ?Removal rate? - ?Roller speed
Classification code: 601.2 Machine Components? - ?632.3 Pneumatics? - ?723.5 Computer Applications? - ?821.1 Agricultural Machinery and Equipment? - ?931.1 Mechanics
Numerical data indexing: Angular velocity 1.0855E 00rad/s, Angular velocity 1.2859E 00rad/s, Mass 1.23E 01kg, Percentage 1.293E 01%, Percentage 9.432E 01%, Size 1.00E-02m, Size 3.00E-02m, Size 4.00E-03m, Velocity 4.00E-02m/s
DOI: 10.6041/j.issn.1000-1298.2023.08.012
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
11. Design and Experiment of Slotted-tooth Spoon Hole and Air-assisted Precision Centralized Metering Device for Sesame
Accession number: 20234114851433
Title of translation:
Authors: Liao, Qingxi (1, 2); Cao, Mei (1, 2); Wang, Baoshan (1, 2); Wang, Lei (1, 2); Shen, Wenhui (1, 2); Pei, Limin (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: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 65-76
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Considering the practical problem that the poor mobility and low sphericity of sesame seeds make it difficult to fill seeds during seeding process and to achieve precision seeding, based on the mechanical and physical properties and parameters and the demand of planting agronomy for sesame, a precision metering device for sesame seeds was designed, which used slotted-tooth spoon holes to fill seeds and air delivery to assist seed feeding. The key structural parameters of seed metering device were determined, and the mechanical model of seed particle group during seed filling, seed carrying and seed supplying was established. The performance of seed metering device was simulated and optimized by using discrete element software EDEM. The influence of the hole depth, the angle of right wall of the shaped hole and the angle of slotted-tooth spoon hole on variation coefficient of seeding amount uniformity in each row and average sowing amount per minute were studied by Box - Behnken response surface optimization method and three-factor and three-level orthogonal simulation experiment. The variation coefficient of seeding amount uniformity in each row and average sowing amount per minute were 1. 69 % and 3. 7 g/min, respectively, when the hole depth was 1. 92 mm, the angle of the right wall of the shaped hole was 8. 4 °, and the angle of slotted-tooth spoon was 28. 6°. A two-factor and three-level bench test of seed metering device performance was carried out. The test factors were the rotation speed of seed metering shaft and the filling height of the seed layer. The variation coefficient of total seeding stability and the variation coefficient of seeding amount uniformity in each row were taken as the test evaluations. The results showed that seed metering device had the best performance when the rotation speed of seed metering shaft was 15 r/min and the filling height of the seed layer was 10 mm. And variation coefficient of total seeding stability, the variation coefficient of seeding amount uniformity in each row were 1. 62% and 0. 40 %, respectively, which met the agronomic requirements of sesame planting. The field experiment demonstrated that the uniformity coefficient of variation of the number of seedlings in each row was lower than 4% and the average planting density was 36 plant s/m, when the forward speed of seed metering device was 2. 9 km/h. The research result can provide a reference to improve the structure of metering device for sesame seeds. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 18
Main heading: Filling
Controlled terms: Agronomy? - ?Seed
Uncontrolled terms: Air-assisted seed metering device? - ?Discrete-element simulations? - ?Hole depth? - ?Metering devices? - ?Performance? - ?Plantings? - ?Seed-metering device? - ?Sesame? - ?Slotted-tooth spoon hole? - ?Variation coefficient
Classification code: 691.2 Materials Handling Methods? - ?821.3 Agricultural Methods? - ?821.4 Agricultural Products
Numerical data indexing: Angular velocity 2.505E-01rad/s, Mass flow rate 1.169E-04kg/s, Percentage 4.00E 00%, Percentage 4.00E 01%, Percentage 6.20E 01%, Percentage 6.90E 01%, Size 1.00E-02m, Size 9.00E 03m, Size 9.20E-02m
DOI: 10.6041/j.issn.1000-1298.2023.08.006
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
12. Production Method of Land Cover Data Based on GEE Cloud Platform and Data Fusion
Accession number: 20234114851430
Title of translation: GEE
Authors: Wang, Yu (1); Lin, Zhongyun (1); Zhao, Shengnan (1); Guo, Linghui (1); Li, Yalong (1); Ren, Lipeng (1)
Author affiliation: (1) School of Surveying and Land Information Engineering, Henan Polytechnic University, Jiaozuo; 454000, China
Corresponding author: Guo, Linghui(guolinghui@hpu.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 211-217
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Land cover data are important basic data for activities such as geographic monitoring of national condition, ecosystem assessment, and land spatial planning. Remote sensing computing cloud platforms such as GEE, PIE, and Microsoft Planetary Cloud have rich data sources and powerful computing power. Using the GEE cloud platform to integrate multiple sets of public products to produce training samples can significantly reduce the cost and cycle of product updates, which has important research value. The Huaihe River Basin was taken as a research area. The 202010 m resolution land cover data stored on the GEE platform by European Space Agency (E S A) and Environmental Systems Research Institute (ESRI) were used as training sample data sources. Sentinel - 1 radar and Sentinel-2 multispectral images were selected to construct the feature space, and random forest classification method was used to generate a 10 m resolution land cover data. To validate the effectiveness of the method, two sets of comparative experiments were conducted. In experiment 1, totally 1116 randomly selected sample points with consistent categories from ESA and ESRI products were used as training samples, and the accuracy of the product and multiple sets of public products were verified through visual interpretation. The results showed an overall accuracy of 80. 35% for the product, with an improvement of 2. 89 ~ 8. 94 percentage points compared with the overall accuracy 0f the public products. It also provided a more detailed depiction of partial characteristics. By incorporating radar imagery with Sentinel - 2, the overall accuracy was improved by 3. 52 percentage points, indicating the clear benefits of radar imagery as an auxiliary data source. Experiment 2 set up eight sets of training samples with different numbers, and used manual interpretation, ESA, ESRI, DW, and GlobeLand30 as reference data sources to study the impact of different training sample sizes and reference data sources on the overall accuracy of classification products. The results showed that as the training sample size was increased, the improvement in overall accuracy based on the five different reference data sources gradually was decreased and reached a relatively stable level. The research results indicated that by utilizing public land cover data and massive remote sensing images on the GEE platform, high-quality training samples can be quickly extracted to produce higher quality 10 m resolution land cover data. The method had significant practical and promotional value. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 35
Main heading: Remote sensing
Controlled terms: Data fusion? - ?Forestry? - ?Image enhancement? - ?Optical radar? - ?Radar imaging? - ?Sampling? - ?Space-based radar? - ?Tracking radar
Uncontrolled terms: Cloud platforms? - ?Data-source? - ?GEE? - ?Land cover? - ?Land cover data? - ?Overall accuracies? - ?Sample sizes? - ?Sentinel data? - ?Training sample? - ?Training sample size
Classification code: 716.2 Radar Systems and Equipment? - ?723.2 Data Processing and Image Processing? - ?741.3 Optical Devices and Systems? - ?821 Agricultural Equipment and Methods; Vegetation and Pest Control
Numerical data indexing: Percentage 3.50E 01%, Size 1.00E 01m, Size 2.0201E 05m
DOI: 10.6041/j.issn.1000-1298.2023.08.020
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
13. Design and Experiment of Monocular SLAM Augmented Reality Tree Measurement System
Accession number: 20234114859658
Title of translation: SLAM
Authors: Fan, Yongxiang (1); Feng, Zhongke (2); Yan, Fei (2); Shen, Chaoyong (3); Guan, Tianshuo (2); Su, Jueying (2)
Author affiliation: (1) Jihua Laboratory, Foshan; 528000, China; (2) Precision Forestry Key Laboratory of Beijing, Beijing Forestry University, Beijing; 100083, China; (3) The Third Surveying and Mapping Institute of Cuizhou Province, Guiyang; 550004, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 259-266
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: A monocular SLAM forest test system was constructed, which used an ordinary smart phone embedded with an area array camera and an IMU as the hardware system, and used monocular SLAM technology to obtain depth maps, poses, etc. as data source. A method was designed based on smoothness and high robustness to filter the point cloud and tangent on the surface of the chest height cylinder; then based on the distance from the point to the surface of the cylinder and the distance from the tangent of the cylinder to the surface of the cylinder, an accurate estimation algorithm for the diameter at breast height and the standing tree position was constructed. Finally, based on the algorithm, an augmented reality tree measurement system was developed on the smart phone side, that was, real-time tree measurement by smartphones, and real-time manual supervision of the measurement results through augmented reality scenes. A highly robust method for filtering the point cloud and tangent on the surface of the breast height cylinder through smoothness was designed; then an accurate estimation algorithm for DBH and standing tree position was constructed based on the distance from the point and tangent to the surface of the cylinder. Finally, an augmented reality tree measurement system was developed on the smart phone end, which used the smartphone to measure trees in real time, and real-time manual supervision of the measurement results through the augmented reality scene. The tree measurement system was tested in five 32 m X 32 m square plots to evaluate the usability of the tree measurement system at the same time; more importantly, each sample plot was investigated through single observation, orthogonal observation, symmetrical observation and surrounding observations in order to evaluate the impact of different observation methods on the accuracy of tree measurement. The results show that the deviation of the estimated standing tree position in the X and Y axes directions was - 0. 014 ~ 0.020 m, and the root mean square error range was 0.04 ~ 0.08 m; the deviation of the estimated DBH of standing tree was - 0. 85 ~ - 0. 03 cm (- 3. 60 % ~ - 0. 04 %), the root mean square error was 1.32-2. 51 cm (6. 41 % - 12. 33 %). Compared with the single observation method, other observation methods can obtain higher accuracy estimation (especially for standing tree trunks that cannot be approximated as cylinders), orthogonal observation and symmetric observation were the best observation methods from the perspective of accuracy and efficiency. The results showed that the monocular SLAM augmented reality tree measurement system was a potential solution for accurate forest plot survey. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 35
Main heading: Augmented reality
Controlled terms: Cylinders (shapes)? - ?Errors? - ?Forestry? - ?Mean square error? - ?Smartphones? - ?Vision
Uncontrolled terms: Accurate estimation? - ?Forest? - ?Measurement system? - ?Monocular SLAM? - ?Observation method? - ?Plot survey? - ?Point-clouds? - ?Real- time? - ?Smart phones? - ?Standing tree
Classification code: 718.1 Telephone Systems and Equipment? - ?723 Computer Software, Data Handling and Applications? - ?821 Agricultural Equipment and Methods; Vegetation and Pest Control? - ?922.2 Mathematical Statistics
Numerical data indexing: Percentage 3.30E 01%, Percentage 4.00E 00%, Percentage 4.10E 01%, Percentage 6.00E 01%, Size 2.00E-02m, Size 3.00E-02m, Size 3.20E 01m, Size 4.00E-02m to 8.00E-02m, Size 5.10E-01m
DOI: 10.6041/j.issn.1000-1298.2023.08.025
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
14. Inversion of Soil Salt Content Based on Texture Feature and Vegetation Index of UAV Remote Sensing Images
Accession number: 20234114853487
Title of translation:
Authors: Xiang, Youzhen (1, 2); Li, Wangyang (1, 2); Tai, Xiang (1, 2); An, Jiaqi (1, 2); Wang, Xin (1, 2); Chen, Junying (1, 2)
Author affiliation: (1) Key Laboratory of Agricultural Soil and Water Engineering in Arid and Semiarid Areas, Ministry of Education, Northwest A&F University, Shaanxi, Yangling; 712100, China; (2) College of Water Resources and Architectural Engineering, Northwest A&F University, Shaanxi, Yangling; 712100, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 201-210
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: The acquisition of farmland soil salt information based on UAV remote sensing technology provides a rapid, accurate and reliable theoretical basis for salinization management. The soil salt content of 0~20cm from the sampling point was collected on the test ground of Shahao canal irrigation field in Hetao Irrigation District, Inner Mongolia, and the images were collected by M600 hexarotor UAV platform equipped with Micro-MCA multispectral camera. Otsu algorithm was used to classify the multi-spectral images (soil background and vegetation canopy). Based on the classification results, the spectral index and image texture features before and after removing the soil background were extracted respectively. The soil salt content monitoring model was constructed by support vector machine (SVM) and extreme learning machine (ELM). The four modeling strategies were as follows: spectral index of the soil background was not removed (strategy 1); spectral index of the soil background was removed (strategy 2); spectral index of the soil background was not removed image texture features (strategy 3); spectral index of the soil background was removed image texture features (strategy 4). The optimal variable combination was selected by comparing the model accuracy of the four modeling strategies. The results showed that the inversion accuracy of soil salt content calculated by strategy 3 and strategy 4 was higher than that of strategy 1 and strategy 2, and their validation sets R2v were 0.614, 0.640, 0.657 and 0.681, respectively. Therefore, it was of great significance to use image texture feature and vegetation index to improve the inversion accuracy of soil salt content. By comparing strategies 3 and 4, the image texture feature vegetation index was affected by soil background. The accuracy of the strategy 4 was lower than that of the strategy 3, whose R2v was 0.614 and 0.657, respectively. The optimal model for each variable processing was ELM model, and the modeling sets R2c were 0.625, 0.644, 0.618, 0.683, and the standard root mean square errors were 0.152, 0.134, 0.206 and 0.155, respectively. Compared with the SVM model, the ELM model improved the inversion accuracy of soil salt content. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 35
Main heading: Image texture
Controlled terms: Feature Selection? - ?Image classification? - ?Image enhancement? - ?Irrigation? - ?Learning systems? - ?Mean square error? - ?Remote sensing? - ?Soils? - ?Support vector machines? - ?Textures ? - ?Unmanned aerial vehicles (UAV)? - ?Vegetation mapping
Uncontrolled terms: Full subset selection? - ?Image texture feature? - ?Learning machines? - ?Multi-spectrum? - ?Soil salt content? - ?Spectral indices? - ?Subset selection? - ?Texture features? - ?UAV remote sensing? - ?Vegetation index
Classification code: 405.3 Surveying? - ?483.1 Soils and Soil Mechanics? - ?652.1 Aircraft, General? - ?723 Computer Software, Data Handling and Applications? - ?723.2 Data Processing and Image Processing? - ?821.3 Agricultural Methods? - ?922.2 Mathematical Statistics
Numerical data indexing: Size 0.00E00m to 2.00E-01m
DOI: 10.6041/j.issn.1000-1298.2023.08.019
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
15. Land Use Differentiation in Typical Main Grain Producing Areas along Yellow River Based on Time Series Processes
Accession number: 20234114851467
Title of translation:
Authors: Yang, Chongke (1, 2); Ma, Quanlai (1, 2); Zhou, Hao (3); Wan, Xiaoqiang (1, 2); Cao, Yanjie (1, 2)
Author affiliation: (1) The First Institute of Resources and Environment Investigation of Henan Province, Zhengzhou; 450007, China; (2) Science and Technology Innovation Centre of Nature Resources of Henan Provinces (Evaluation Monitoring and Early Warning of Resource Environmental Bearing Capacity), Zhengzhou; 450007, China; (3) School of Geographic Sciences, Hunan Normal University, Changsha; 410081, China
Corresponding author: Zhou, Hao(zhouhao7404@163.com)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 171-179
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: By exploring the laws of land use changes in the main grain producing areas, the abnormal land use behaviors can be identified and the allocation of grain production can be optimized. However, current research primarily focuses on patterns rather than processes, and simulations rather than quantitative analyses, resulting in insufficient data. Multi-period land use sequence data was used to quantitatively reveal the characteristics of land use change processes in the main grain producing areas along the Yellow River in Henan Province since 1980. Time-series processes, time-space grid modeling, cumulative dynamic degree models, spatial point pattern analyses, and other methods were employed to deepen understanding of the internal laws and multi-dimensional expressions of land use change. The results showed that since 1980, there was significant temporal and spatial heterogeneity in land use along the Yellow River. The area of cultivated land was decreased slowly, urban construction land was expanded, rural residential areas were grown slowly, the land for water areas was firstly decreased and then increased, and the forest land was increased first and then decreased. The land development activities along the Yellow River and around the county built-up areas were intensified and become more frequent. The time sequence process was greatly affected by the distance from roads and rivers, but the impact types and scope were different. The land dynamic change types I, II, and III, located close to the linear elements, were in the aggregation distribution state. With the expansion of the buffer zone, the aggregation degree of type I was firstly increased and then decreased, while types II and III continued to be weaken. The temporal process was greatly affected by the spatial scale. The stronger the change was, the weaker the influence of the spatial scale was. All types were in a discrete state at 1 km spatial scale, but the aggregation was increased gradually with the increase of spatial scale. The time-series process research method based on cumulative dynamic degree could better reveal the information of longtime series land use change, thus deepening the understanding of land use changes. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 21
Main heading: Land use
Controlled terms: Forestry? - ?Grain (agricultural product)? - ?Remote sensing? - ?Rivers? - ?Time series? - ?Time series analysis
Uncontrolled terms: ’current? - ?Cumulative dynamic degree? - ?Grain production? - ?Landuse change? - ?Producing areas? - ?Remote-sensing? - ?Sequential process? - ?Spatial scale? - ?Times series? - ?Yellow river
Classification code: 403 Urban and Regional Planning and Development? - ?821 Agricultural Equipment and Methods; Vegetation and Pest Control? - ?821.4 Agricultural Products? - ?922.2 Mathematical Statistics
Numerical data indexing: Size 1.00E 03m
DOI: 10.6041/j.issn.1000-1298.2023.08.016
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
16. Non-contact Predicting Method of Dairy Cow Weight Based on Cow-DETR and Deep Image
Accession number: 20234114853588
Title of translation: Cow-DETR
Authors: Shen, Weizheng (1); Zhang, Zhe (1); Dai, Baisheng (1); Wang, Xinjie (1); Zhao, Kaixuan (2); Li, Yang (3)
Author affiliation: (1) College of Electrical Engineering and Information, Northeast Agricultural University, Harbin; 150030, China; (2) College of Agricultural Equipment Engineering, Henan University of Science and Technology, Luoyang; 471023, China; (3) College of Animal Science and Technology, 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: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 277-285 and 319
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to solve the existence of some problems such as the low weighing efficiency of dairy cows in the current pasture, and being easy to cause the stress of dairy cows by manual participation, an end-to-end method of dairy cow weight estimation (Cow-DETR) based on improved detection transformer (DETR) network was proposed. The non-contact estimation on the dairy cow weight was carried out by using the depth image of dairy cow back. Firstly, a data acquisition device was designed and built, with which the cow’s back depth image and weight data were collected by using the Intel RealSense D435 depth camera and the weight scale. Then, deep image data was filled by using the edge flat filter and hole filling filter to reduce the impact of deep data loss on weight estimation. Finally, by adding the weight prediction unit with an alternate fully connection layer (AFC) to the prediction module of DETR to establish a cow weight estimation model. AFC was added to improve the ability of dairy cow weight-related feature extracting. It implemented the end-to-end dairy cow back positioning while performing a non-contact estimation of dairy cow weight by Cow-DETR model. The data of 139 cows were used to evaluate the model, and the results through 5-fold cross validation showed that the weight estimation method proposed can achieve a high accuracy in dairy cow weight estimation. The average absolute error of weight estimation was below 17.21kg, the average relative error was less than 3.71%. The average recognition time was 0.026s per image. Compared with the existing weight estimation methods, the results showed that Cow-DETR got lower average absolute error and average relative error than the other six methods in more dairy cow data. In the meantime, the method proposed had less requirements on the posture of dairy cow, which can more comply with the actual production demand of ranch and provide a solution for the weight estimation of dairy cow. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 30
Main heading: Errors
Controlled terms: Data acquisition? - ?Deep learning
Uncontrolled terms: Dairy cow? - ?Deep image? - ?Deep learning? - ?Depth image? - ?End to end? - ?Live weight estimation? - ?Non-contact? - ?Targets detection? - ?Weight estimation methods? - ?Weights estimation
Classification code: 461.4 Ergonomics and Human Factors Engineering? - ?723.2 Data Processing and Image Processing
Numerical data indexing: Mass 1.721E 01kg, Percentage 3.71E 00%, Time 2.60E-02s
DOI: 10.6041/j.issn.1000-1298.2023.08.027
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
17. Lightweight Plant Recognition Model Based on Improved YOLO v5s
Accession number: 20234114859663
Title of translation: YOLO v5s
Authors: Ma, Hongxing (1); Dong, Kaibing (1); Wang, Yingfei (1); Wei, Shuhua (2); Huang, Wenguang (3); Gou, Jianping (4)
Author affiliation: (1) College of Electrical and Information Engineering, North Minzu University, Yinchuan; 750021, China; (2) Institute of Plant Protection, Ningxia Academy of Agricultural and Forestry Sciences, Yinchuan; 750002, China; (3) Ningxia Grassland Workstation, Yinchuan; 750002, China; (4) College of Computer and Information Science, Southwest University, Chongqing; 400715, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 267-276
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In ordered to facilitate the investigation of desert grassland plant species and their distribution in the whole Ningxia region, plant identification methods need to be studied. To address the problems of large number of parameters in YOLO v5s model, it is not easy to recognize plants in complex backgrounds, and a lightweight model of plant target recognition in complex backgrounds, YOLO v5s - CBD, was proposed. The improved model YOLO v5s - CBD introduced the BoTNet with Transformer module into the feature extraction network, to combine convolution and self-attention to improve the feeling field of the model. At the same time, coordinate attention was incorporated into the feature extraction network to effectively capture the relationship between channel and position and improve the feature extraction ability of the model. In terms of loss calculation, the SIoU function was introduced to calculate the regression loss to solve the problem of mismatch between the prediction box and the real box. Using depthwise separable convolution to reduce model volume. The experimental results showed that the model YOLO v5s - CBD infers a single image in only 8 ms, a model volume of 8.9 MB, a precision of 95.1%, a recall of 92.9%, a Fl value of 94.0%, and a mean average precision of 95.7% in a single Nvidia GTX A5000 GPU, and a mean average precision of 80.09% in the VOC dataset. Compared with YOLO v3 - tiny, YOLO v4 - tiny and YOLO v5s, the improved models reduced model volume and improved mean average precision. The model YOLO v5s - CBD had good robustness in both public dataset and Ningxia desert grassland plant dataset, faster inference speed and easy to deploy. It was applied in Ningxia desert grassland mobile plant image recognition APP and fixed ecological information observation platform, which can be used to investigate the species and distribution of desert grassland plants in the whole region of Ningxia, and long-term observation and tracking of Dashuikeng, Huangjichang, Mahuangshan and other places, Yanchi County, Ningxia. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 32
Main heading: Convolution
Controlled terms: Botnet? - ?Complex networks? - ?Extraction? - ?Feature extraction? - ?Fixed platforms? - ?Image recognition? - ?Landforms? - ?Molluscs? - ?Population distribution? - ?Population dynamics
Uncontrolled terms: Botnets? - ?Complex background? - ?Coordinate attention? - ?Depthwise separable convolution? - ?Features extraction? - ?Lightweight? - ?Model-based OPC? - ?Plant recognition? - ?Recognition models? - ?YOLO v5s
Classification code: 405.3 Surveying? - ?471 Marine Science and Oceanography? - ?481.1 Geology? - ?511.2 Oil Field Equipment? - ?716.1 Information Theory and Signal Processing? - ?722 Computer Systems and Equipment? - ?802.3 Chemical Operations? - ?902.2 Codes and Standards? - ?971 Social Sciences
Numerical data indexing: Percentage 8.009E 01%, Percentage 9.29E 01%, Percentage 9.40E 01%, Percentage 9.51E 01%, Percentage 9.57E 01%, Time 8.00E-03s
DOI: 10.6041/j.issn.1000-1298.2023.08.026
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
18. Estimation of Winter Rapeseed Above-ground Biomass Based on UAV Multi-spectral Remote Sensing
Accession number: 20234114851391
Title of translation:
Authors: Wang, Han (1, 2); Xiang, Youzhen (1, 2); Li, Wangyang (1, 2); Shi, Hongzhao (1, 2); Wang, Xin (1, 2); Zhao, Xiao (1, 2)
Author affiliation: (1) College of Water Resources and Architectural Engineering, Northwest A&F University, Shaanxi, Yangling; 712100, China; (2) Key Laboratory of Agricultural Soil and Water Engineering in Arid and Semiarid Areas, Ministry of Education, Northwest A&F University, Shaanxi, Yangling; 712100, China
Corresponding author: Xiang, Youzhen(Youzhenxiang@nwsuaf.edu.cn)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 218-229
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Above-ground biomass (A G B) is an important index to judge the growth and development of crops. Rapid, accurate and non-destructive remote sensing monitoring of AGB at different growth stages of crops is of great significance to precision agricultural production. A field experiment was carried out in Guanzhong area of Northwest China. Winter rapeseed under different water and nitrogen treatments was used as the research object. The multi-spectral images of winter rapeseed in vegetative and reproductive growth periods were obtained by UAV, and the AGB measured data of winter rapeseed were obtained by field experiment. The shadow and soil background in multi-spectral image were masked by threshold method, and the reflectance of each band was extracted to construct vegetation index. The correlation analysis between the measured data of winter rapeseed AGB and spectral variables was carried out, and the top eight spectral variables with the absolute value of correlation coefficient in each growth stage were selected as input variables. The AGB estimation model of winter rapeseed at different growth stages was constructed by random forest (R F), support vector machine (S V M), genetic algorithm optimized support vector machine (G A - S V M) and particle swarm optimization support vector machine (P S O - S V M) to determine the best estimation model. The results showed that the red band reflectance in the whole growth stage and reproductive growth stage was the most significant and stable, and the correlation coefficients were 0. 835 and 0. 754, respectively. The NBI in the vegetative growth stage was the most significant and stable, and the correlation coefficient was 0. 846. The P S O - S V M was more suitable for the inversion of AGB at different growth stages of winter oilseed. The validation set R2 of the whole growth period, vegetative growth period and reproductive growth period were 0. 866, 0. 962 and 0. 789, respectively. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 42
Main heading: Unmanned aerial vehicles (UAV)
Controlled terms: Crops? - ?Forestry? - ?Genetic algorithms? - ?Oilseeds? - ?Particle swarm optimization (PSO)? - ?Reflection? - ?Remote sensing? - ?Support vector machines
Uncontrolled terms: Aboveground biomass? - ?Correlation coefficient? - ?Different growth stages? - ?Growth period? - ?Growth stages? - ?Machine learning models? - ?Multi-spectral? - ?Reproductive growth? - ?Support vectors machine? - ?Winter rapesed
Classification code: 652.1 Aircraft, General? - ?723 Computer Software, Data Handling and Applications? - ?821 Agricultural Equipment and Methods; Vegetation and Pest Control? - ?821.4 Agricultural Products? - ?921.5 Optimization Techniques
DOI: 10.6041/j.issn.1000-1298.2023.08.021
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
19. Regulation of Border Irrigation Technical Elements Considering Condition of Uneven Initial Soil Moisture Content along Border
Accession number: 20234114853148
Title of translation:
Authors: Li, Jiang (1); Huang, Zengjian (1); Li, Tao (1); Jiao, Xiyun (1, 2); Shi, Chuanmeng (1); Zhang, Zhuangzhuang (1)
Author affiliation: (1) College of Agricultural Science and Engineering, Hohai University, Nanjing; 210098, China; (2) State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing; 210098, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 320-329 and 370
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Soil initial moisture content is one of the important factors affecting border irrigation quality. The uneven distribution of soil moisture content caused by runoff is a common phenomenon in the farmland of North China Plain. In order to explore the influence of spatial variability of initial soil moisture content on flow movement and irrigation quality of border irrigation, one-dimensional soil column infiltration test and two-dimensional soil tank irrigation test were carried out in this study. Combined with WinSRFR surface irrigation simulation model, the technical factors of border irrigation under the condition of uneven initial moisture content were optimized and solved. The results showed that the greater the increase of initial soil moisture content along the border, the faster the surface water flow of border irrigation, and the slower the surface water flow of border irrigation. Compared with the uniform distribution of initial moisture content, under the condition of uneven distribution of initial moisture content along the border soil, the irrigation efficiency and irrigation uniformity will decrease, and the water storage efficiency will not change significantly. When the initial soil moisture content increased along the border, the irrigation efficiency and water storage efficiency were affected by the length of the border, the flow rate per unit width of the border and the number of water improvement, while the soil moisture uniformity after irrigation was only affected by the length of the border and the flow rate per unit width. When the initial moisture content of the border soil increases uniformly from 0.1890 m3/m3 to 0.4643 m3/m3, the optimal border irrigation quality can be obtained when the border length L=85m, the number of water change G=6.0, and the unit width flow q=7.0L/(m·s). The results of this study can provide a scientific basis for the regulation of irrigation technology elements under the initial moisture content of border soil caused by rainfall runoff. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 49
Main heading: Soil moisture
Controlled terms: Flow of water? - ?Hydraulics? - ?Irrigation? - ?Moisture determination? - ?Runoff? - ?Storage (materials)? - ?Storage efficiency
Uncontrolled terms: Border irrigation? - ?Condition? - ?Initial Moisture Content? - ?Initial soil moisture? - ?Initial soil moisture content? - ?Irrigation performance? - ?Irrigation technical element? - ?Optimisations? - ?Regulation? - ?Soil moisture content
Classification code: 442.1 Flood Control? - ?444.1 Surface Water? - ?483.1 Soils and Soil Mechanics? - ?525.7 Energy Storage? - ?631.1.1 Liquid Dynamics? - ?632.1 Hydraulics? - ?694.4 Storage? - ?722.1 Data Storage, Equipment and Techniques? - ?821.3 Agricultural Methods? - ?944.2 Moisture Measurements
Numerical data indexing: Size 1.89E-01m, Size 3.00E 00m to 4.643E-01m, Size 8.50E 01m, Volume 7.00E-03m3
DOI: 10.6041/j.issn.1000-1298.2023.08.031
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
20. Design and Experiment of Cutting Threshing Integrated Type Header for Harvesting of Edible Sunflower
Accession number: 20234114853375
Title of translation:
Authors: Lian, Guodang (1); Zong, Wangyuan (1, 2); Feng, Wei (3); Ma, Li’na (1, 2); Cheng, Yufeng (4); Wei, Xinxin (1)
Author affiliation: (1) College of Technology, 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; (3) Hebei Agricultural Machinery Appraisal Station, Shijiazhuang; 050031, China; (4) Shijiazhuang Jinjian Mechanical Equipment Manufacturing Co., Ltd., Shijiazhuang; 052160, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 122-131 and 154
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In view of the problems such as large loss of mechanical harvesting of edible sunflowers, seeds skin easy scratching in transporting of sunflower discs and seeds seriously broken in threshing, a threshing device was added to the traditional cutting header, and a combined harvesting cutting header device was designed which integrated the functions of dividing, lifting grain, reel, cutting, transporting and threshing by the biomechanical characteristics of edible sunflower, planting mode and requirements of mechanical harvesting of edible sunflowers. The edible sunflower discs were threshed on the cutting header, which effectively shortened path of sunflower discs transport and laid the foundation for the subsequent improvement of cleaning quality. In order to reduce the loss of cutting header, a no-row reel was designed according to posture of edible sunflower plant during the maturity period. A divider with a side inclination angle of 30° was designed, while the soft brushes were added between adjacent divider to collect the collision splashed seeds. To reduce seed breaking in threshing, an axial flow spiral drum type threshing device was designed. Based on the kinetic and kinematic analysis of material throwing process, it was concluded that the sunflower discs entered threshing device more smoothly when the inclination angle of the screw conveyor switch-plate was determined to be 18°. In order to verify the feasibility of the design of cutting header structure, field experiment was conducted. The results showed that the combined harvester could meet the requirements of sunflower harvesting with a stubble height of 700mm and five different speed conditions in the range of 1.21~2.11m/s. The loss rate was no more than 3%, the un-threshing rate was no more than 2% and the breaking rate was no more than 3%. The research result can provide technical reference for the research and development of combined sunflower harvesting machinery and equipment. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 22
Main heading: Harvesting
Controlled terms: Harvesters? - ?Seed
Uncontrolled terms: Biomechanical characteristics? - ?Breakings? - ?Combine harvesters? - ?Cutting threshing integrated type? - ?Edible sunflower? - ?Inclination angles? - ?Integrated types? - ?Mechanical? - ?Short-path? - ?Sunflower seeds
Classification code: 821.1 Agricultural Machinery and Equipment? - ?821.3 Agricultural Methods? - ?821.4 Agricultural Products
Numerical data indexing: Percentage 2.00E 00%, Percentage 3.00E 00%, Size 7.00E-01m, Velocity 1.21E 00m/s to 2.11E 00m/s
DOI: 10.6041/j.issn.1000-1298.2023.08.011
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
21. Impact Breakage Characteristics and Discrete Element Simulation of Extruded Pellet Feed
Accession number: 20234114851436
Title of translation:
Authors: Niu, Zhiyou (1, 2); Jiang, Shanehen (1, 2); Kong, Xianrui (1, 2); Geng, Jie (1, 2); Li, Hongcheng (1, 2); Liu, Jing (1, 2)
Author affiliation: (1) College of Engineering, Huazhong Agricultural University, Wuhan; 430070, China; (2) Key Laboratory of Smart Farming for Agricultural Animals, 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: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 371-380
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: With the aim to explore the influence of collision on extruded pellet feed during air delivery perch extruded pellet feed was taken as the research object to simulate the collision and breakage of extruded pellet feed through experiments and simulations, exploring the breakage mechanism and law. The horizontal collision test platform was used to explore the influence of different collision speeds on the breakage of extruded pellet feed, and the breakage function was used to establish the fitting relationship between breakage size and collision speed. The determination coefficient of parameters fitting was greater than 0. 99. The breakage state of extruded pellet feed was divided into four states, unbroken, partially broken, broken, and disintegrated. The critical collision velocity was 25. 60 m/s, and the corresponding airflow velocity was 56. 29 m/s. The discrete element model of extruded pellet feed was established by discrete element method (DEM) and the parameters were calibrated. Based on EDEM software the critical breakage speed of 25. 20 m/s was obtained by simulating the collision breakage process, and the difference between the critical speed obtained by experiment and simulation was 1. 6%. In the EDEM post-processing, the relationships between the collision speed and the breakage rate and the maximum size ratio were obtained. As the speed increased, the breakage rate was also increased. However, the maximum size ratio was decreased. The relationship between the breakage rate and the energy loss was also obtained. The figure of breakage rate showed linear change first, and then exponential change. But the maximum size rate was the exponential change. And in the intersection of the two lines at about 25. 20 m/s cliff-like declined. When the collision speed was less than 25. 20 m/s, the breakage rate was linearly related to the loss energy. After reaching the critical breakage speed, the loss energy was changed exponentially. The results provided data support and theoretical reference for explaining the breakage mechanism of extruded pellet feed. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 31
Main heading: Energy dissipation
Controlled terms: Air? - ?Computer software? - ?Finite difference method? - ?Pelletizing
Uncontrolled terms: Breakage characteristics? - ?Breakage mechanism? - ?Breakage rates? - ?Characteristic elements? - ?Collision speed? - ?Discrete elements method? - ?Exponentials? - ?Extruded pellet feed? - ?Impact breakages? - ?Size ratio
Classification code: 525.4 Energy Losses (industrial and residential)? - ?723 Computer Software, Data Handling and Applications? - ?804 Chemical Products Generally? - ?921.6 Numerical Methods
Numerical data indexing: Percentage 6.00E 00%, Velocity 2.00E 01m/s, Velocity 2.90E 01m/s, Velocity 6.00E 01m/s
DOI: 10.6041/j.issn.1000-1298.2023.08.036
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
22. Influence of Slope-diverge-shaped Throttling Grooves on Micro-motion Characteristics of Proportional Valve
Accession number: 20234114851496
Title of translation:
Authors: Li, Na’na (1); Liu, Yabin (1); Wei, Liejiang (1); Ji, Hong (1); Tan, Zhenda (1); Zhao, Baocai (1)
Author affiliation: (1) College of Energy and Power Engineering, 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: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 418-426
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: For the existing proportional valve with the U-shaped throttling grooves of the main spool, the discharge area change gradient of the valve port is more severe and the flow gain is large in the small opening, resulting in poor micro-motion characteristics such as unstable start, slower response and low flow control accuracy of the proportional valve in the small opening. A throttling grooves with slope-diverge-shaped was proposed. The discharge area change gradient of U-shaped throttling grooves and slope-diverge-shaped throttling grooves were compared and analyzed by theoretical calculation and simulation methods, as well as the displacement characteristics, flow characteristics and valve port flow characteristics under different valve port openings. It can be seen from the simulation results that compared with the U-shaped throttling grooves, the response time of the slope-diverge-shaped throttling grooves was shortened by 0. 04 s when the opening of the valve port was 1 mm. When the opening of the valve port was 2 mm, the displacement response time was shortened by 0.07 s. And when the slope-diverge-shaped throttling grooves valve was ported at the small opening, its steady-state hydraulic power was smaller, the flow state was more stable, and the flow loss was smaller. And the experimental results showed that the displacement response time of the spool of the slope-diverge-shaped throttling grooves was shortened by 0. 08 s, and the linearity of the flow response characteristic curve was better. Finally, through the comparative analysis of the simulation and experimental results, it can be seen that slope-diverge-shaped throttling grooves, the discharge area change gradient of the main valve core was smoothly in the small opening, and the flow gain was relatively stable, which improved the smoothness of valve start-up, speed of response and flow control accuracy. In summary, the slope-diverge-shaped throttling grooves realized the improvement of the micro-motion characteristics of the proportional valve. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 27
Main heading: Flow control
Uncontrolled terms: Discharge area? - ?Displacement response? - ?L-valves? - ?Micro motion? - ?Micro-motion characteristic? - ?Motion characteristics? - ?Propo rtionum lvalve? - ?Proportional valves? - ?Slope-diverge-shaped throttling groove? - ?U-shaped
Classification code: 631.1 Fluid Flow, General? - ?731.3 Specific Variables Control
Numerical data indexing: Size 1.00E-03m, Size 2.00E-03m, Time 4.00E 00s, Time 7.00E-02s, Time 8.00E 00s
DOI: 10.6041/j.issn.1000-1298.2023.08.041
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
23. Crop Identification in Mature Stage with Remote Sensing Based on NDVI-NSSI Space and HSV Transformation
Accession number: 20234114851504
Title of translation: NDVI-NSSIHSV
Authors: Song, Chengyun (1, 2); Qu, Xueshan (1); Hu, Guangcheng (3); Su, Tao (1)
Author affiliation: (1) School of Geomatics, Anhui University of Science and Technology, Huainan; 232001, China; (2) Key Laboratory of Aviation- Aerospace - Ground Cooperative Monitoring and Early Warning of Coal Mining-induced Disasters of Anhui Higher Education Institutes, Huainan; 232001, China; (3) State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing; 100101, China
Corresponding author: Song, Chengyun(chysong007@163.com)
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 193-200
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Identification of mature crops plays an important role in crop area estimation, agricultural production, and yield statistics. To provide a simple method for identification of crop at mature stage with remote sensing, the method based on normalized difference vegetation index ( NDVI ) - normalized spectral separation index (NSSI) space and Hue saturation value (HSV ) transformation was proposed by using Sentinel - 2A data. Fengyang County located in Chuzhou City, Anhui Province, was selected as study area. The pure pixel of photosynthetic vegetation, non-phototrophic vegetation and bare soil were estimated by using the NDVI - NSSI space firstly. Coverage of non-phototrophic vegetation and the distribution of mature crops were estimated by using spectral mixture analysis method. As wheat and rape had the same maturity period in the study area, HSV transformation was used to estimate the distribution of rape by using the Sentinel - 2A data at the flowering stage of rape, and the mature wheat and rape was identified. The results were compared with ground observation data and auxiliary data, the accuracy of wheat and rape was 95.34 %, and the Kappa coefficient was 0.904, which was higher than that of support vector machine method (accurac y was 91. 66 %, Kappa coefficient was 0. 813 ) and the decision tree classification method (accurac y was 92. 39 %, Kappa coefficient was 0. 838). The results indicated that non photosynthetic vegetation could be separated from soil background areas by using the NDVI - NSSI space and HSV transformation, and mature wheat and rape could be identified. The method can be used with less data demand and easy operated, which can provide idea and method for extracting bare soil during crop maturity and features with similar spectra to bare soil. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 27
Main heading: Remote sensing
Controlled terms: Crops? - ?Decision trees? - ?Metadata? - ?Soils? - ?Space optics? - ?Support vector machines? - ?Vegetation mapping
Uncontrolled terms: Index space? - ?Mature crop? - ?Mixed pixed decomposition? - ?Non-photosynthetic vegetation? - ?Normalized difference vegetation index? - ?Normalized difference vegetation index - normalized spectral separation index space? - ?Remote sensing recognition? - ?Remote-sensing? - ?Separation index? - ?Spectral separation
Classification code: 405.3 Surveying? - ?483.1 Soils and Soil Mechanics? - ?656.1 Space Flight? - ?723 Computer Software, Data Handling and Applications? - ?741.1 Light/Optics? - ?821.4 Agricultural Products? - ?921.4 Combinatorial Mathematics, Includes Graph Theory, Set Theory? - ?961 Systems Science
Numerical data indexing: Electric current -2.00E 00A, Percentage 3.90E 01%, Percentage 6.60E 01%, Percentage 9.534E 01%
DOI: 10.6041/j.issn.1000-1298.2023.08.018
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
24. Real-time Navigation Method of Orchard Mobile Robot Based on Laser Radar Dual Source Information Fusion
Accession number: 20234114853928
Title of translation:
Authors: Liu, Hui (1); Duan, Yunpeng (1); Shen, Yue (1)
Author affiliation: (1) School of Electrical and Information Engineering, Jiangsu University, Zhenjiang; 212013, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 249-258
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to improve the accuracy and robustness of the navigation system of forest orchard mobile robot, a real-time navigation method was proposed based on high and low frequency dual source information fusion between orchard rows based on laser radar three-dimensional point cloud. Firstly, the spray robot carried a 3D laser radar to collect the point cloud information of the fruit trees on both sides, and the original point cloud data were preprocessed such as through filtering, down sampling, and statistical filtering, so as to retain the point cloud of the fruit tree canopy in the region of interest. Then the inter row navigation lines fitted by the Newton interpolation algorithm based on high-frequency update and the non-linear support vector machine ( NSVM ) algorithm based on low-frequency update were complementary fused. Finally, when the navigation line was switched, the stability of the merged navigation line was optimized, and a cubic B-spline algorithm was used to smooth the navigation line. The experimental results showed that the maximum curvature of the fusion optimized navigation line was 0. 048 m-1, and the average curvature was 0. 018 m-1. The fusion optimized navigation line was tracked at the speed of 0.5 m/s and 1.0 m/s, respectively, and the maximum absolute lateral deviation was 0. 104 m and 0. 130 m, and the average value was 0. 053 m and 0. 049 m, respectively, which showed that this navigation method can meet the requirements of autonomous navigation of operating equipment between rows in the orchard, which provided a technical reference for autonomous navigation of spray robots in the orchard environment. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 32
Main heading: Orchards
Controlled terms: Curve fitting? - ?Forestry? - ?Fruits? - ?Image segmentation? - ?Information filtering? - ?Interpolation? - ?Navigation systems? - ?Optical radar? - ?Sampling? - ?Support vector machines
Uncontrolled terms: Autonomous navigation? - ?Dual source? - ?High frequency HF? - ?Navigation line fusion? - ?Navigation lines? - ?Navigation methods? - ?Nonlinear Support Vector Machines? - ?Orchard robot? - ?Real-time navigation? - ?Tree row fitting
Classification code: 716.2 Radar Systems and Equipment? - ?723 Computer Software, Data Handling and Applications? - ?741.3 Optical Devices and Systems? - ?821 Agricultural Equipment and Methods; Vegetation and Pest Control? - ?821.3 Agricultural Methods? - ?821.4 Agricultural Products? - ?903.1 Information Sources and Analysis? - ?921.6 Numerical Methods
Numerical data indexing: Size 1.04E 02m, Size 1.30E 02m, Size 1.80E 01m, Size 4.80E 01m, Size 4.90E 01m, Size 5.30E 01m, Velocity 1.00E00m/s, Velocity 5.00E-01m/s
DOI: 10.6041/j.issn.1000-1298.2023.08.024
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
25. Classification Method of Heartbeat Confusion Signals of Hatching Eggs Based on TCN and Transformer
Accession number: 20234114859657
Title of translation: TCNTransformer
Authors: Geng, Lei (1, 2); Wu, Hanbing (1, 2); Zhang, Fang (1, 2); Xiao, Zhitao (1, 2); Li, Xiaojie (1, 2)
Author affiliation: (1) School of Life Sciences, Tiangong University, Tianjin; 300387, China; (2) Key Laboratory of Optoelectronic Detection Technology and Systems, Tiangong University, Tianjin; 300387, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 296-308
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: The egg embryo culture method is commonly used for the preparation of avian influenza vaccines. The rapid and accurate classification of hatching eggs into active and early removal of dead embryos from live embryos can effectively avoid bacterial or mycobacterial contamination due to embryo death and it is of great importance for the improvement of hatching efficiency. Currently, the heartbeat signal of chicken embryos is mainly used as the basis for distinguishing dead embryos from live embryos. However, after 96 h of avian influenza virus injection, the heartbeat signal of live egg embryos is between that of ordinary live embryos and dead embryos, which is easily confused with dead embryos. This type of data is called chicken embryo heartbeat confusion signal, and is added to the data set as a separate category. The original dual classification of dead embryos and live embryos was changed to a triple classification of dead embryos, ordinary live embryos and 96-hour live embryos. An absolute average value normalization preprocessing method was proposed based on confusing heartbeat signals of hatching eggs, to enhance the original data features and improve the classifiability of the data. A shallow dual branch network structure residual fully temporal convolutional with transformer network (RFTNet) with residual structure was proposed based on temporal convolutional network (TCN) and transformer for global features and detail features. The experimental results showed that the three-classification absolute average value normalization preprocessing method and RFTNet two-branch network proposed demonstrated good performance in the classification task of hatching eggs confusion dataset with a detection accuracy of 99. 75 %. In addition, the three evaluation indexes of detection accuracy, recall rate and Fl score reached 99.75 %, 99.74 % and 99.7%, respectively, further verifying the effectiveness of the method. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 26
Main heading: Classification (of information)
Controlled terms: Animals? - ?Convolution? - ?Viruses
Uncontrolled terms: Absolute average value normalization? - ?Activity classifications? - ?Average values? - ?Convolutional networks? - ?Dead embryos? - ?Hatching egg activity classification? - ?Heartbeat confusion signal of hatching egg? - ?Normalisation? - ?Temporal convolutional network? - ?Transformer
Classification code: 461.9 Biology? - ?716.1 Information Theory and Signal Processing? - ?903.1 Information Sources and Analysis
Numerical data indexing: Percentage 7.50E 01%, Percentage 9.974E 01%, Percentage 9.975E 01%, Percentage 9.97E 01%, Time 3.456E 05s
DOI: 10.6041/j.issn.1000-1298.2023.08.029
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
26. Real-time Estimation Method of Tire Dynamics Parameters for Sliding Steering Robots in Orchards
Accession number: 20234114851390
Title of translation:
Authors: Bi, Song (1); Han, Yifei (1)
Author affiliation: (1) College of Electrical and Control Engineering, North China University of Technology, Beijing; 100041, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 110-121 and 192
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: The vertical load and lateral force parameters of sliding steering wheeled robot tires vary greatly and are difficult to estimate in real time due to the influence of orchard road surface undulations and tire adhesion capacity changes. The existing sliding steering controller is designed to simplify the tire dynamics parameters, which leads to the problem of low stability of robot attitude control. A real-time estimation method for the vertical load of sliding steering wheeled robot tires on unpaved roads and an algorithm for real-time estimation and optimal distribution of tire driving force were proposed. Firstly, an ideal plane for the static calculation of the sliding steering process and a four-wheel vertical load estimation method based on this plane were proposed; secondly, a small lateral deflection angle lateral force estimation method based on the Fiala wheel-tire dynamics model was proposed; and the steady-state dynamics equations of the sliding steering wheeled robot ramp and the real-time tire drive force estimation method were established; finally, the optimal real-time distribution model of the driving force was constructed based on the tire utilization rate. In order to verify the method, an ADAMS-based sliding steering wheeled robot dynamics model was developed for comparison and a testing device was built to verify the vertical load and lateral force estimation methods. The results showed that the accuracy of the real-time tire vertical load estimation method was more than 95% and the accuracy of the real-time lateral force estimation method was more than 85%, and the tire drive force optimization method based on the tire vertical load and lateral force reduced the tire utilization rate from 96.25% to 93.75%, which improved the tire adhesion margin and attitude control stability. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 23
Main heading: Robots
Controlled terms: Adhesion? - ?Attitude control? - ?Dynamics? - ?Equations of state? - ?Loads (forces)? - ?Orchards? - ?Tires? - ?Wheels
Uncontrolled terms: Dynamics models? - ?Dynamics simulation? - ?Estimation methods? - ?Lateral force? - ?Orchard robot? - ?Sliding steering? - ?Tire dynamic model? - ?Tire dynamics? - ?Vertical load? - ?Wheeled robot
Classification code: 408 Structural Design? - ?601.2 Machine Components? - ?731.3 Specific Variables Control? - ?731.5 Robotics? - ?818.5 Rubber Products? - ?821.3 Agricultural Methods? - ?951 Materials Science
Numerical data indexing: Percentage 8.50E 01%, Percentage 9.50E 01%, Percentage 9.625E 01% to 9.375E 01%
DOI: 10.6041/j.issn.1000-1298.2023.08.010
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
27. Autonomous Basket Searching Method for Orchards Transporter Based on VINS - MONO and Improved YOLO v4 -Tiny
Accession number: 20234114851503
Title of translation: VINS-MONOYOLO v4-Tiny
Authors: Zhu, Licheng (1, 2); Han, Zhenhao (1, 2); Zhao, Bo (1, 2); Zhou, Liming (1, 2); Wang, Ruixue (1, 2); Jin, Chen (1, 2)
Author affiliation: (1) Chinese Academy of Agricultural Mechanization Sciences Group Co., Ltd., Beijing; 100083, China; (2) National Key Laboratory of Agricultural Equipment Technology, Beijing; 100083, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 97-109
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: A method for orchard autonomous basket searching based on VINS-MONO and improved YOLO v4-Tiny was proposed for the scenario of orchard transporter fruit harvesting and autonomous transportation operations. Firstly, the position of the orchard transporter was estimated in real time based on the VINS-MONO visual inertial odometry calculation method. Then based on the improved YOLO v4-Tiny target detection algorithm, real-time target detection of the fruit basket was performed on the image data, and its depth information was obtained. Nextly, the position of the identified fruit basket was estimated based on the current position pose of the transporter, the depth information of the fruit basket and the parameters of the depth camera. Finally, based on the principle of cubic B spline curve fitting, the path of the identified fruit basket was fitted in real time, using the position of the identified fruit basket as the control point, to provide route guidance for the autonomous fruit basket search of the orchard transporter. The test results showed that the average recognition accuracy of the improved YOLO v4-Tiny fruit basket recognition model was 93.96%, the average inference time was 14.7ms, the measurement error of the fruit basket distance within 4 m was less than 4.02%, the measurement error of the fruit basket angle was less than 3°, the measured driving speed of the orchard transporter was 3.3km/h, the average update time of the fruit basket search route was 0.092 s, and the transporter could stably achieve autonomous basket searching in two operating environments: fruit tree rows and orchard roads. This method could provide autonomous basket finding path guidance for orchard transporter and provide research reference for visual navigation of orchard transporter. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 20
Main heading: Orchards
Controlled terms: Curve fitting? - ?Fruits? - ?Image enhancement? - ?Measurement errors
Uncontrolled terms: Autonomous basket searching? - ?Depth information? - ?Fruit harvesting? - ?Odometry? - ?Orchard transporter? - ?Real- time? - ?Searching methods? - ?Targets detection? - ?Transportation operations? - ?Visual-inertial odometry
Classification code: 821.3 Agricultural Methods? - ?821.4 Agricultural Products? - ?921.6 Numerical Methods
Numerical data indexing: Percentage 4.02E 00%, Percentage 9.396E 01%, Size 3.30E 03m, Size 4.00E 00m, Time 1.47E-02s, Time 9.20E-02s
DOI: 10.6041/j.issn.1000-1298.2023.08.009
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
28. Solar Greenhouse Temperature Prediction Model Based on ID CNN GRU
Accession number: 20234114851429
Title of translation: 1D CNN-GRU []
Authors: Hu, Jin (1, 2); Lei, Wenye (1, 3); Lu, Youqi (1, 2); We, IZichao (1, 3); Liu, Hangxing (1, 2); Gao, Maosheng (4)
Author affiliation: (1) College of Mechanical and Electronic Engineering, Northwest A&F University, Shaanxi, Yangling; 712100, China; (2) Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Shaanxi, Yangling; 712100, China; (3) Shaanxi Key Laboratory of Agricultural Information Awareness and Intelligent Services, Shaanxi, Yangling; 712100, China; (4) Yangling High-tech Agricultural Technology Combined Research Center, Shaanxi, Yangling; 712100, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 339-346
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Accurate prediction of heliostat temperature was the key to achieve efficient greenhouse regulation, which was of great importance to crop growth and development, but it was difficult to achieve continuous and accurate prediction due to the characteristics of time series, nonlinearity and multi coupling of temperature. At the same time, the current production regulation of greenhouse mostly depended on the relevant experience of producers. This method had caused the lag of feedback control and affected the growth of crops. A temperature prediction model of solar greenhouse based on 1 D CNN - GRU was proposed. The internal and external environmental factors were obtained through the monitoring platform inside and outside the greenhouse, and the strong correlation features and structural features were obtained by Spearman correlation coefficient and the two-dimensional matrix input network with time step, which was used for temperature prediction. The determination coefficient of the model after 1 ~4 h prediction on the test set was 0. 970 ~ 0. 994, the root mean square error was 0. 612 ~ 1. 358°C, the average error was 0. 428 ~ 0. 854°C, and the maximum absolute error after the absolute value was 0. 856 ~ 1. 959°C. The model was verified under different K, T and the results showed that the model had the best prediction effect when KT 0. 5 (sunny), and the model also achieved ideal prediction accuracy under other K.T, indicating that the model was universal and provided an important basis for accurate and efficient temperature control of solar greenhouse. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 25
Main heading: Greenhouses
Controlled terms: Convolutional neural networks? - ?Crops? - ?Errors? - ?Forecasting? - ?Mean square error? - ?Recurrent neural networks? - ?Solar heating
Uncontrolled terms: Accurate prediction? - ?Convolutional neural network? - ?Gated recurrent unit? - ?Greenhouse temperature? - ?Model-based OPC? - ?One-dimensional? - ?One-dimensional convolutional neural network? - ?Prediction modelling? - ?Solar greenhouse? - ?Temperature prediction
Classification code: 657.1 Solar Energy and Phenomena? - ?821.4 Agricultural Products? - ?821.6 Farm Buildings and Other Structures? - ?922.2 Mathematical Statistics
Numerical data indexing: Temperature 1.127E 03K, Temperature 1.232E 03K, Temperature 6.31E 02K, Time 3.60E 03s to 1.44E 04s
DOI: 10.6041/j.issn.1000-1298.2023.08.033
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
29. Design and Experiment of Pneumatic Adaptive Seeding System for Small Particle Size Seeds
Accession number: 20234114853231
Title of translation:
Authors: Shi, Binbin (1); Zheng, Juan (1); Wang, Lei (1, 2); Liao, Qingxi (1, 2); Liao, Yitao (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: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 30-41
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: The suitable working negative pressure of pneumatic seed metering device is related to working speed and seed size. However, the working pressure of the seeding system of the existing pneumatic seeder is frequently set to a fixed value which cannot be optimized and adjusted timely. A pneumatic adaptive seeding system was designed based on the positive and negative pressure combined small particle size seeds metering device. The system was controlled by STM32 single-chip microcomputer. By adjusting the working speed of the metering device with speed and monitoring the seeding performance in real time, the working negative pressure of the metering device can be dynamically adjusted, and the actual working negative pressure of the metering device can be continuously maintained as the optimal value under the corresponding working conditions, so as to realize the optimal control of the seeding performance. The results of the bench test showed that the qualified index of the pneumatic adaptive seeding system was greater than 92% and the missing index was less than 6 % under different operating speeds and seed sizes. Compared with the fixed air pressure setting and the open-loop control air pressure adjustment method, the qualified index of seeding was increased by 9. 02 and 3. 84 percentage points respectively, the multiple index was decreased by 8. 44 and 1. 99 percentage points respectively, and the missing index was decreased by 0. 58 and 1. 86 percentage points respectively. Field test showed that the stability coefficient of plant spacing of the seeder equipped with a pneumatic adaptive seeding system was 14. 27%, and the consistent coefficient of variation of the number of seedlings in each row was 7.03%. The findings can provide a technical reference for the improvement of the continuous and stable single-grain precision seeding ability of the pneumatic seeder. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 31
Main heading: Pneumatics
Controlled terms: Atmospheric pressure? - ?Particle size? - ?Seed? - ?Working pressure
Uncontrolled terms: Adaptive adjustment? - ?Metering devices? - ?Negative pressures? - ?Percentage points? - ?Pneumatic adaptive adjustment? - ?Pneumatic metering device? - ?Seed-metering device? - ?Seeding system? - ?Small particle size? - ?Small particle size seed
Classification code: 443.1 Atmospheric Properties? - ?632.3 Pneumatics? - ?821.4 Agricultural Products? - ?931.1 Mechanics
Numerical data indexing: Percentage 2.70E 01%, Percentage 6.00E 00%, Percentage 7.03E 00%, Percentage 9.20E 01%
DOI: 10.6041/j.issn.1000-1298.2023.08.003
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
30. Soybean Growth Parameters and Yield Estimation Based on UAV Multispectral Remote Sensing
Accession number: 20234114853929
Title of translation:
Authors: Xiang, Youzhen (1, 2); An, Jiaqi (1, 2); Zhao, Xiao (3); Jin, Lin (1, 2); Li, Zhijun (1, 2); Zhang, Fucang (1, 2)
Author affiliation: (1) Key Laboratory of Agricultural Soil and Water Engineering in Arid and Semiarid Areas, Ministry of Education, Northwest A&F University, Shaanxi, Yangling; 712100, China; (2) College of Water Resources and Architectural Engineering, Northwest A&F University, Shaanxi, Yangling; 712100, China; (3) School of Quality Education, Northwest A&F University, Shaanxi, Yangling; 712100, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 230-239
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to meet the requirements of modern agriculture for dynamic, continuous, and rapid monitoring of crop growth, soybean was used as the research object based on UAV multispectral remote sensing technology in northwest China, and five vegetation indices were selected with the best correlation to soybean leaf area index ( LAI ), above-ground biomass and yield, and support vector machine ( SVM), random forest ( RF) and back propagation neural network ( BPNN ) were used to construct models for estimating soybean LAI, above-ground biomass and yield, respectively. RF and BPNN were used to construct and validate the models for estimating soybean LAI, aboveground biomass and yield, respectively. The results showed that the accuracy of soybean LAI and above-ground biomass prediction models constructed based on the RF model was significantly higher than that of SVM and BP models, with R2 of 0.801, RMSE of 0.675 m2/m2, and MRE of 18.684% for the validation set of LAI estimation model; R2of 0.745, RMSE of 1 548.140 kg/hm2, and MRE of 18.770. In the estimation model construction of yield, the soybean yield prediction model constructed based on RF model in soybean flowering period ( R4) had the highest accuracy with R2 of 0. 818, RMSE of 287. 539 kg/hm2 and MRE of 7. 128 in the validation set. The research results can provide a theoretical basis for the application of UAV multispectral remote sensing in crop monitoring and provide a rapid estimation of crop yield application reference. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 51
Main heading: Unmanned aerial vehicles (UAV)
Controlled terms: Backpropagation? - ?Biomass? - ?Crops? - ?Forestry? - ?Neural networks? - ?Remote sensing? - ?Support vector machines? - ?Vegetation
Uncontrolled terms: Aboveground biomass? - ?Back-propagation neural networks? - ?Grain yield? - ?Leaf Area Index? - ?Multi-spectral? - ?Multispectral remote sensing? - ?Random forest modeling? - ?Random forests? - ?Soybean? - ?Vegetation index
Classification code: 652.1 Aircraft, General? - ?723 Computer Software, Data Handling and Applications? - ?723.4 Artificial Intelligence? - ?821 Agricultural Equipment and Methods; Vegetation and Pest Control? - ?821.4 Agricultural Products
Numerical data indexing: Mass 5.39E 02kg, Mass 5.4814E 02kg, Percentage 1.8684E 01%, Size 3.2512E 00m, Size 6.75E-01m
DOI: 10.6041/j.issn.1000-1298.2023.08.022
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
31. Design and Experiment of Seedling Picking Mechanism for Helical Gear-Non Circular Gear Planetary Gear System
Accession number: 20234114853413
Title of translation: -
Authors: Zhou, Haili (1, 2); Liu, Jian’gang (1, 3); Yu, Gaohong (1, 2); Qi, Peng (1, 2); Wang, Lei (1, 2); Zheng, Jian (4)
Author affiliation: (1) School of Mechanical Engineering, Zhejiang Sci-Tech University, Hangzhou; 310018, China; (2) Zhejiang Province Key Laboratory of Transplanting Equipment and Technology, Hangzhou; 310018, China; (3) College of Mechanical and Electrical Engineering, Wuyi University, Nanping; 354300, China; (4) Hangzhou Hangjang Turbomachinerj Co., Ltd., Hangzhou; 310011, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 77-86
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: There is a problem of insufficient pushing angle in the seedling picking mechanism of the complete non circular gear planetary gear system, while there is an impact on the seedling picking mechanism of the incomplete non circular gear system. A non circular complete gear planetary gear system seedling picking mechanism was designed with a large pushing angle that met the requirements of vegetable seedling picking. Based on Fourier function, a quadratic unequal amplitude transmission ratio curve was designed, and the influence of Fourier function coefficient on the seedling path was analyzed. The change relationship of Fourier function coefficient on the transmission ratio curve and the angular displacement of the driven gear was studied. The change law of Fourier coefficient on the dynamic parameters of the seedling picking mechanism was revealed. The change relationship of Fourier function coefficient on the seedling picking angle and the seedling pushing mechanism was deduced. Manufacturing and assembling the seedling picking mechanism. Based on the virtual prototype and high-speed camera technology, the rotation test of the seedling picking mechanism was carried out. The feasibility of the design of seedling experimental values of the seedling picking trajectory was done. The seedling picking mechanism was tested on the platform. The success rates of the seedling picking mechanism at different rotational speeds (40r/min, 50r/min, 60r/min) were 94%, 90% and 88%, respectively. The feasibility of the design of the seedling picking mechanism was further verified by the seedling picking experiment. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 22
Main heading: Fourier transforms
Controlled terms: Fourier analysis? - ?High speed cameras? - ?Vegetables
Uncontrolled terms: Fourier coefficients? - ?Fourier functions? - ?Function coefficients? - ?Gear system? - ?Non-circular gears? - ?Planetary gear systems? - ?Pushing angle? - ?Seedling picking mechanism? - ?Vegetable seedling transplanter? - ?Vegetable seedlings
Classification code: 742.2 Photographic Equipment? - ?821.4 Agricultural Products? - ?921 Mathematics? - ?921.3 Mathematical Transformations
Numerical data indexing: Angular velocity 1.002E 00rad/s, Angular velocity 6.68E-01rad/s, Angular velocity 8.35E-01rad/s, Percentage 8.80E 01%, Percentage 9.00E 01%, Percentage 9.40E 01%
DOI: 10.6041/j.issn.1000-1298.2023.08.007
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
32. Design and Test of Key Components of Potato Soil-crushing Site Preparation Machine
Accession number: 20234114851414
Title of translation:
Authors: Lü, Jinqing (1); Liu, Jinni (1); Zhao, Zhiming (1); Yang, Deqiu (2); Li, Jicheng (1); Sun, Qi (1)
Author affiliation: (1) College of Engineering, Northeast Agricultural University, Harbin; 150030, China; (2) Chinese Academy ofAgricultural Mechanization Sciences Croup Co., Ltd., Beijing; 100083, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 19-29
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In view of the problems faced in the land preparation operation in northeast China, such as more clods, serious soil stubble and thickened plow bottom layer, a driven soil crushing and preparation combination machine mainly applicable to potato fields was designed according to the power conditions of the existing Dongfanghong - 75 and 802 tractors. This was a new type of machine designed according to the advanced foreign soil conservation tillage method and developed by combining the soil conditions of the northeast and the requirements of potato field preparation. The overall structure and working principle of the machine were described. By designing the soil crushing roller, the author clarified and analyzed the soil crushing roller motion process, the resistance of the wedge-shaped teeth during the working process of the soil crushing roller and the power required during the operation of the soil crushing roller. Based on EDEM discrete element simulation technology, a component-soil simulation model was established with soil crushing rate as test index, and end deflection angle of crushing straight tooth, length of crushing straight edge and unit speed as test influencing factors for simulation experiments. The field tests were conducted on the basis of simulation. The test results showed that the designed soil crusher had a soil crushing rate of 98. 45 %, an average tillage depth of 14. 5 cm, a unit speed of 5. 7 m/s and a crushing roller power consumption of 19. 24 k W, which proved to have a good operation effect and met the requirements of potato field preparation. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 23
Main heading: Soils
Controlled terms: Agricultural machinery? - ?Crushers? - ?Crushing? - ?Finite difference method? - ?Rollers (machine components)? - ?Soil conservation? - ?Tillage
Uncontrolled terms: Crushing rates? - ?Design and tests? - ?Discrete elements method? - ?Northeast China? - ?Potato? - ?Site preparation? - ?Soil crushing? - ?Soil preparation? - ?Soil preparation machine? - ?Wedge-toothed soil crushing roller
Classification code: 483.1 Soils and Soil Mechanics? - ?601.2 Machine Components? - ?821.1 Agricultural Machinery and Equipment? - ?821.3 Agricultural Methods? - ?921.6 Numerical Methods
Numerical data indexing: Percentage 4.50E 01%, Size 5.00E-02m, Velocity 7.00E 00m/s
DOI: 10.6041/j.issn.1000-1298.2023.08.002
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
33. Design and Test of Agricultural Vehicle Traction Load Vehicle Based on Electric Drive System
Accession number: 20234114853301
Title of translation:
Authors: Jia, Fang (1); Hou, Yuhao (2); Han, Jian’gang (1); Wen, Changkai (3); Zhang, Shengli (2); Xie, Bin (2)
Author affiliation: (1) Luoyang Xiyuan Vehicle and Power Inspection Institute Co., Ltd., Luoyang; 471000, China; (2) College of Engineering, China Agricultural University, Beijing; 100083, China; (3) Research Center of Intelligent Equipment, Beijing Academy of Agriculture and Forestry Sciences, Beijing; 100097, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 394-401 and 410
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In response to the problems of complex mechanical structures and dead zones in loading, as well as a single-function collection system that cannot evaluate traction performance in real-time for traditional agricultural vehicles, an electric-driven agricultural vehicle traction load vehicle was developed. Combining the targeted design of a maximum loading traction force of 150kN with a force analysis of the driving wheel, key components of the load vehicle were selected and designed. An integrated engine-electric bridge electric drive system was used as the core unit, and a steering traction frame was innovatively used to achieve automatic steering of the front platform. Based on the LabVIEW RIO architecture, a high-performance measurement and control system was built using FPGA, enabling the collection, wireless transmission, and storage of multiple information, such as electric current, voltage, traction force, and fuel consumption. The fuzzy adaptive PID control algorithm was used for closed-loop control of traction force loading. Finally, the load vehicle was subjected to performance verification testing, achieving a range of 0~150kN load loading, with maximum response time of 3.6s, maximum overshoot of 1.61%, and maximum error of 4.5% between actual and targeted traction forces. The test results showed that the load vehicle had good traction load performance and the measurement and control system can accurately monitor multiple parameters of traction performance in real-time, providing comprehensive evaluation of agricultural vehicle traction performance. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 23
Main heading: Automobile steering equipment
Controlled terms: Electric drives? - ?Electric machine control? - ?Electric traction? - ?Fuel storage? - ?Loads (forces)? - ?Steering? - ?Three term control systems? - ?Traction control? - ?Vehicle performance
Uncontrolled terms: Agricultural vehicles? - ?Electric drive system? - ?Full range loading? - ?Load vehicle? - ?Measurement and control systems? - ?Real- time? - ?Traction forces? - ?Traction performance? - ?Traction’s loads? - ?Vehicle traction
Classification code: 408 Structural Design? - ?662.1 Automobiles? - ?662.4 Automobile and Smaller Vehicle Components? - ?663.1 Heavy Duty Motor Vehicles? - ?694.4 Storage? - ?731.1 Control Systems? - ?731.2 Control System Applications
Numerical data indexing: Force 0.00E00N to 1.50E 05N, Force 1.50E 05N, Percentage 1.61E 00%, Percentage 4.50E 00%, Time 3.60E 00s
DOI: 10.6041/j.issn.1000-1298.2023.08.038
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
34. Design and Characteristics Study of Variable-stiffness Joint Based on Principle of Magnetic Flux Superposition
Accession number: 20234114853411
Title of translation:
Authors: Zhang, Ming (1); Li, Hongyu (1); Wang, Chuanyang (1); Xie, Yansong (1); Fang, Lijin (2)
Author affiliation: (1) School of Mechanical Engineering, Shenyang University of Technology, Shengyang; 110870, China; (2) Faculty of Robot Science and Engineering, Northeastern University, Shenyang; 110169, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 411-417 and 426
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: The variable permanent magnet spring joint made up of the permanent magnet spring has good nonlinear stiffness change performance, which can improve the safety of human and robot interaction. To further improve the range of motion and stiffness performance of the robot, based on the principle of magnetic flux superposition, a type of robot variable stiffness joint was proposed, which increased the adjustment speed of the joint stiffness and motion range of the joint, while reducing the joint mass. The variable stiffness working principle of adjustment of magnetic flux in permanent magnet-electromagnetic hybrid variable stiffness device by electrical signal was elaborated, and the overall mechanism of the joint was designed based on this principle. The joint stiffness model was established according to the magnetic flux continuity principle and the virtual displacement method. And the relationship between the joint stiffness with the current and the joint position was given. Based on the variable-stiffness joint stiffness model, the position and stiffness coordination controller of the variable-stiffness joint was designed, and the principle prototype of the variable-stiffness joint was built. The proposed variable stiffness robot joint based on the magnetic flux superposition principle had lighter weight and better structural stiffness change performance and motion accuracy. The overall joint mass was 1.1kg and the joint can rotate from-180° to 180°. The experimental test results showed that the variable stiffness robot joint based on the superposition principle of magnetic flux can realize rapid adjustment of joint stiffness, and the adjustment time was only 0.133s. The position and trajectory tracking accuracy of the joint was increased with the increase of stiffness and decreased with the increase of frequency. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 26
Main heading: Magnetic flux
Controlled terms: Agricultural robots? - ?Human robot interaction? - ?Permanent magnets? - ?Stiffness
Uncontrolled terms: Displacement method? - ?Electrical signal? - ?Flux adjustments? - ?Joint stiffness? - ?Magnetic flux adjustment? - ?Tracking accuracy? - ?Variable stiffness? - ?Variable-stiffness joint? - ?Virtual displacement method? - ?Virtual displacements
Classification code: 701.2 Magnetism: Basic Concepts and Phenomena? - ?704.1 Electric Components? - ?731.5 Robotics? - ?821.1 Agricultural Machinery and Equipment? - ?951 Materials Science
Numerical data indexing: Mass 1.10E 00kg, Time 1.33E-01s
DOI: 10.6041/j.issn.1000-1298.2023.08.040
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
35. Design and Test of Flapping Hydrofoil Bionic Water Pumping Device
Accession number: 20234114851465
Title of translation:
Authors: Hua, Ertian (1, 2); Luo, Haitao (1); Xie, Rongsheng (1, 3); Chen, Wanqian (1); Tang, Shouwei (1); Su, Zhongxin (1)
Author affiliation: (1) College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou; 310023, China; (2) Zhejiang Engineering Research Center for Advanced Hydraulic Equipment, Hangzhou; 310018, China; (3) School of Mechanical and Automotive Engineering, Zhejiang University of Water Resources and Electric Power, Hangzhou; 310018, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 155-162
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Aiming at the problem of insufficient hydrodynamic force in the small branching river in the plain river network, a flapping-wing bionic water pumping device was designed, by controlling flapping wings to complete the two degree of freedom coupling motion of heave and pitch, the water in the closed channel was mechanically pressurized, achieving one-way pumping of water, to meet the demand for large flow and high efficiency water transmission under very low head conditions. A flapping-wing model was established based on the tuna tail fin and rectangular flat plate. The finite volume method (F V M) and overlapping grid technology were used to carry out three-dimensional numerical simulation of flapping hydrofoil with different characteristic chord lengths and contours, and the pump water test of tail fin and rectangular flapping hydrofoil was compared. The results showed that with the increase of the characteristic chord length of the flapping hydrofoil, the average thrust coefficient in the cycle was increased, corresponding to an increase in the vortex strength of the wake region vortex ring. However, its pumping efficiency was slightly decreased. Under the same area constraint, the flapping hydrofoil with the characteristic profile of the tail fin improved the pumping flow and efficiency of the device compared with the rectangular flapping hydrofoil. When the test flapping frequency was 0.7 Hz, the stable average flow rate of the tail fin flapping hydrofoil flow field was 28.44 cm/s, which was 13.6% higher than 25.13 cm/s of the rectangular flapping hydrofoil. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 28
Main heading: Numerical methods
Controlled terms: Degrees of freedom (mechanics)? - ?Efficiency? - ?Finite volume method? - ?Fins (heat exchange)? - ?Hydrodynamics? - ?Hydrofoils? - ?Numerical models? - ?Pumps? - ?Vortex flow? - ?Wings
Uncontrolled terms: Chord lengths? - ?Design and tests? - ?Flapping hydrofoil? - ?Flapping-wing? - ?Hydrodynamics performance? - ?Low head? - ?Tail fin? - ?Test verification? - ?Ultra-low head? - ?Water pumping
Classification code: 616.1 Heat Exchange Equipment and Components? - ?618.2 Pumps? - ?631.1 Fluid Flow, General? - ?913.1 Production Engineering? - ?921 Mathematics? - ?921.6 Numerical Methods? - ?931.1 Mechanics
Numerical data indexing: Frequency 7.00E-01Hz, Percentage 1.36E 01%, Velocity 2.513E-01m/s, Velocity 2.844E-01m/s
DOI: 10.6041/j.issn.1000-1298.2023.08.014
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
36. Positioning Method of Greenhouse Plant Protection Robot Based on Distance Measurement Value Correction
Accession number: 20234114851501
Title of translation:
Authors: Bi, Song (1); Zhang, Guoxuan (1); Li, Zhijun (1); Hu, Fuwen (2)
Author affiliation: (1) College of Electrical and Control Engineering, North China University of Technology, Beijing; 100144, China; (2) College of Mechanical and Material Engineering, North China University of Technology, Beijing; 100144, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 347-358
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: A fusion positioning method was proposed based on the correction of UWB distance values to address the problem of low positioning accuracy and poor stability of UWB systems caused by frequent non-visual communication between UWB nodes during the operation of greenhouse plant protection robots. Firstly, a method to identify the communication type between UWB nodes was designed based on the distance residuals; secondly, it analyzed the causes of UWB distance errors under line-of-sight and non-line-of-sight communication and established a distance correction model under the two communication conditions; finally, it designed a method to fuse UWB distance correction values and IMU data based on the extended Kalman filter, and achieved reliable positioning during the operation of greenhouse robots. Finally, the UWB distance correction and IMU data fusion method were designed based on the extended Kalman filter, which finally realized the reliable positioning during the operation of greenhouse robot. The actual validation results showed that the positioning error of the fusion method with UWB range correction was 11. 95 cm under the non-line-of-sight communication conditions, which was 83. 11 % lower than that of the fusion method without UWB range correction, and it can provide stable and high-precision positioning information for the greenhouse plant protection robot. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 26
Main heading: Greenhouses
Controlled terms: Agricultural robots? - ?Data fusion? - ?Extended Kalman filters? - ?Visual communication? - ?Visual servoing
Uncontrolled terms: Distance corrections? - ?Fusion positioning? - ?Greenhouse plant protection robot? - ?Non line-of-sight communications? - ?Plant protection? - ?Positioning methods? - ?UWB communication? - ?UWB communication type identification? - ?UWB distance? - ?Value correction
Classification code: 717.1 Optical Communication Systems? - ?723.2 Data Processing and Image Processing? - ?731.5 Robotics? - ?821.1 Agricultural Machinery and Equipment? - ?821.6 Farm Buildings and Other Structures
Numerical data indexing: Percentage 1.10E 01%, Size 9.50E-01m
DOI: 10.6041/j.issn.1000-1298.2023.08.034
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
37. Design and Experiment of Electrostatic Impurity Removal Device for Honeysuckle
Accession number: 20234114851403
Title of translation:
Authors: Wang, Fenghua (1); Lin, Yuhong (1); Lai, Qinghui (2); Wang, Yongjie (1); Tian, Baoning (1); Su, Wei (1)
Author affiliation: (1) College of Modern Agricultural Engineering, Kunming University of Science and Technology, Kunming; 650500, China; (2) School of Energy and Environment Science, Yunnan Normal University, Kunming; 650500, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 143-154
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: Based on electrostatie separation technology, an electrostatic removal device for honeysuckle was designed to solve the problem of poor removal of woven bag filaments in the removal process. Through theoretical analysis, the critical conditions for the trajectory separation of honeysuckle and woven bag filaments in the electrostatic field were deduced, and the feasibility of electrostatic separation technology for honeysuckle impurity removal was verified. Single-factor experiments and COMSOL simulations were used to investigate the effects of electrostatic electrode shape, output voltage U of the high voltage electrostatic generator, electrostatic electrode angle α, the distance L between the electrode and the roller, and roller speed N on the removal performance. The electrode shape was determined as a circular arc, and the-α was set to be 45°. The quadratic regression equations for the removal rate and the false removal rate were established by the Box-Behnken experiment, respectively. Response surface analysis was used to explore the influence of each experiment factor on the experiment index. The optimum operating parameters of the device were determined to be U=11.9 k V, N = 28 r/min, and L=60mm. The results of the bench experiment showed that the impurity and false removal rates were 94.47% and 0.89% respectively, which met the requirements for removing impurities from honeysuckle. The device proposed effectively removed woven bag filaments from honeysuckle and may provide a reference for the design of similar herb removal devices. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 24
Main heading: Electric fields
Controlled terms: Electrodes? - ?Removal? - ?Surface analysis
Uncontrolled terms: COMSOL? - ?Critical condition? - ?Electrode shape? - ?Electrostatic impurity removal? - ?Electrostatic Separation? - ?Honeysuckle? - ?Impurity removal? - ?Removal process? - ?Removal rate? - ?Separation technologies
Classification code: 701.1 Electricity: Basic Concepts and Phenomena? - ?951 Materials Science
Numerical data indexing: Angular velocity 4.676E-01rad/s, Percentage 8.90E-01%, Percentage 9.447E 01%, Size 6.00E-02m
DOI: 10.6041/j.issn.1000-1298.2023.08.013
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
38. Construction and Experiment of White Box Model for Energy Consumption of Agricultural Multi-rotor UAV Operation
Accession number: 20234114851387
Title of translation:
Authors: Li, Jiyu (1); Zhang, Zhixun (1); Zhao, Yinwei (1); Shen, Zhuo (1); Liu, Zhijie (1); Lü, Jia (1)
Author affiliation: (1) College of Engineering, 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: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 87-96
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: In order to reduce the problem of limited flight time of UAVs due to limited energy, it is necessary to study the operational energy consumption of agricultural UAVs during flight. Taking agricultural multi-rotor UAV as the research object, the white-box modeling method was used to construct the total flight efficiency model of agricultural UAV according to the principle of each component of the power system, and then an operational energy consumption model was established for agricultural UAV according to the flight characteristics of agricultural UAV, and the data obtained were verified by grouping tests of three dynamic parameters, namely speed, load and range of agricultural UAV. The results showed that the model had a high accuracy, with a maximum average error of about 6. 582% and a median maximum absolute error of about 7. 654%. Finally, each parameter of the model was analyzed and the model correction coefficient was introduced to correct the model, and the accuracy of the corrected model was reduced by about 3. 092 percentage points of the maximum mean error and about 3. 612 percentage points of the median error compared with the maximum mean error before the correction, which was significant after the correction. The theoretical model constructed can be used for the calculation and prediction of agricultural UAV operation energy consumption, and the corresponding operation energy consumption can be obtained and optimized before planning the UAV mission, and it can also be adapted to other rotor models with different controllers, which had certain application value. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 30
Main heading: Energy utilization
Controlled terms: Agriculture? - ?Energy efficiency? - ?Errors? - ?Unmanned aerial vehicles (UAV)
Uncontrolled terms: Energy-consumption? - ?Flight efficiency? - ?Flight time? - ?Limited energies? - ?Mean errors? - ?Model method? - ?Operational energy? - ?Percentage points? - ?Research object? - ?White-box models
Classification code: 525.2 Energy Conservation? - ?525.3 Energy Utilization? - ?652.1 Aircraft, General? - ?821 Agricultural Equipment and Methods; Vegetation and Pest Control
Numerical data indexing: Percentage 5.82E 02%, Percentage 6.54E 02%
DOI: 10.6041/j.issn.1000-1298.2023.08.008
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
39. Design and Experiment of Seed Disperser for Ning-guo Radix peucedani Based on Rocky Dem
Accession number: 20234114851379
Title of translation: Rocky Dem
Authors: Cao, Chengmao (1, 2); Ding, Wuyang (1, 2); Liu, Zhongbin (1, 2); An, Minhui (1, 2); Zhang, Xuechen (1, 2); Qin, Kuan (1, 2)
Author affiliation: (1) School of Engineering, Anhui Agricultural University, Hefei; 230036, China; (2) Anhui Province Engineering Laboratory of Intelligent Agricultural Machinery and Equipment, Hefei; 230036, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 53-64
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: The seeds of Ning-guo Radix peucedani are light, heterogeneous and irregular with problems of poor mobility and easy breakage. Based on the seed physical parameters and agronomic requirements of Ning-guo Radix peucedani seeds, a horseshoe wheel strip planter was designed. Analysis of the seed filling process showed that horseshoe holes can improve seed mobility and reduce seed damage. Single factor test was done by using Rocky Dem discrete element simulation software. Analysis of collision energy between seeds and seed dispenser wheels was carried out by using the Particle Energy Spectra module to predict seed breakage. A quadratic regression orthogonal rotational combination test was carried out with seed discharge wheel speed and seed guide tilt as test factors. Parameters were optimized by using regression models. The results showed that when the seed discharge wheel speed was 31. 75 r/min and the seed guide tilt was 31. 05 °, the seed discharge performance was optimal with a coefficient of variation of 11. 37 % for seed discharge uniformity and 1. 02 % for discharge stability. Bench experiments were conducted to verify the effect of different rounding radii of the type hole on seed breakage. The results were in agreement with the simulation test results, which proved the feasibility of the method. The results of the field test of the seed disperser were consistent with the bench tests and met the agronomic requirements for growing Ning-guo Radix peucedani. A prediction method was proposed for the effect of different factors on seed breakage. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 28
Main heading: Forecasting
Controlled terms: Agronomy? - ?Regression analysis? - ?Seed? - ?Software testing? - ?Wheels
Uncontrolled terms: Filling process? - ?Horseshoe wheel strip planter? - ?Ning-guo radix peucedani? - ?Physical parameters? - ?Rocky dem? - ?Seed breakage prediction? - ?Seed discharge? - ?Seed dispersers? - ?Seed filling? - ?Wheel speed
Classification code: 601.2 Machine Components? - ?723.5 Computer Applications? - ?821.3 Agricultural Methods? - ?821.4 Agricultural Products? - ?922.2 Mathematical Statistics
Numerical data indexing: Angular velocity 1.2525E 00rad/s, Percentage 2.00E 00%, Percentage 3.70E 01%
DOI: 10.6041/j.issn.1000-1298.2023.08.005
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
40. Type Synthesis of Weakly-coupled Three-rotational Parallel Mechanisms Based on Inverse Jacobian Matrix
Accession number: 20234114853433
Title of translation:
Authors: Niu, Yunzhan (1, 2); Li, Fujuan (1, 2); Xu, Jilong (3); Li, Shihua (1, 2)
Author affiliation: (1) Parallel Robot and Mechatronic System Laboratory of Hebei Province, Yanshan University, Qinhuangdao; 066004, China; (2) College of Mechanical Engineering, Yanshan University, Qinhuangdao; 066004, China; (3) School of Electrical Engineering, Yanshan University, Qinhuangdao; 066004, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 402-410
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: To obtain the three-rotational parallel mechanism with large bearing capacity and easy control, the connection between the motion coupling of the parallel mechanism and the spatial geometric conditions of the transmission wrench screws was established by analyzing the meaning of the singular vectors in the inverse Jacobian matrix, and then a configuration synthesis method for the weakly-coupled three-rotational parallel mechanisms was proposed. Firstly, according to the motion coupling requirements of the parallel mechanism in different directions, the inverse Jacobian matrix was constructed, and the spatial geometric conditions of all transmission wrench screws were derived based on the inverse Jacobian matrix. Secondly, according to the relationship between the transmission wrench screws and the twist screws of the passive joints and the relationship between the constraint screws and twist screws of the active and passive joints, the types and arrangement conditions of the joints in each branch chain were obtained. On this basis, many branch chains whose active joints were mounted on the fixed platform were synthesized. Furthermore, the principles of selection and combination of branch chains were formulated, and based on the above principles, the configuration synthesis of the weakly-coupled three-rotational parallel mechanism was completed. Finally, the correctness of the proposed method was verified by the analysis of the motion coupling of three examples. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 27
Main heading: Jacobian matrices
Controlled terms: Fixed platforms? - ?Inverse problems? - ?Screws? - ?Tools? - ?Transmissions
Uncontrolled terms: Configuration synthesis? - ?Geometric conditions? - ?Inverse jacobian matrix? - ?Motion Coupling? - ?Parallel mechanisms? - ?Passive joints? - ?Rotational parallel mechanisms? - ?Singular vectors? - ?Transmission wrench screw? - ?Weakly-coupled three-rotational parallel mechanism
Classification code: 511.2 Oil Field Equipment? - ?602.2 Mechanical Transmissions? - ?605 Small Tools and Hardware? - ?921.1 Algebra
DOI: 10.6041/j.issn.1000-1298.2023.08.039
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
41. Research Review of Agricultural Equipment Automatic Control Technology
Accession number: 20234114851454
Title of translation:
Authors: Shen, Yue (1); Zhang, Yafei (1); Liu, Hui (1); He, Siwei (1); Feng, Rui (1); Wan, Yalian (1)
Author affiliation: (1) School of Electrical and Information Engineering, Jiangsu University, Zhenjiang; 212013, China
Source title: Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Abbreviated source title: Nongye Jixie Xuebao
Volume: 54
Issue: 8
Issue date: 2023
Publication year: 2023
Pages: 1-18
Language: Chinese
ISSN: 10001298
CODEN: NUYCA3
Document type: Journal article (JA)
Publisher: Chinese Society of Agricultural Machinery
Abstract: With the advancement of information and control theory, automatic control technology has been extensively applied in the realm of agricultural machinery. This has significantly enhanced the intelligence, modernization, and scalability of agricultural production. The two central components of intelligent agricultural machinery’s automatic control technology are motion control and operation control. These elements ensure safe navigation and precise operation of unmanned agricultural machinery in complex environments. The research progress in speed control and steering control of intelligent agricultural machinery was discussed, which formed the foundation of its motion control. Additionally, navigation tracking control was highlighted as a crucial aspect of intelligent agricultural machinery’s motion control. A comprehensive summary of automatic navigation tracking motion control methods was also provided based on geometric models, kinematics models, and model-independent methods. The control mechanisms of intelligent agricultural machinery during various stages such as cultivation, planting, management, and harvesting were further analyzed. It particularly focused on the multi-machine cooperative operation control method. In conclusion, it was suggested that future developments in the automatic control technology of intelligent agricultural machinery should focus on constructing more precise mathematical models of agricultural machinery, researching advanced chassis motion control technology for complex scenarios, developing agricultural machinery control technology that deeply integrates AI and control theory, and enhancing multi-machine collaborative control technology that combines agricultural machinery and agronomy. ? 2023 Chinese Society of Agricultural Machinery. All rights reserved.
Number of references: 109
Main heading: Motion control
Controlled terms: Agricultural machinery? - ?Agricultural technology? - ?Automation? - ?Control theory? - ?Cultivation? - ?Modernization? - ?Navigation? - ?Process control
Uncontrolled terms: Agricultural equipment? - ?Automatic control technologies? - ?Control methods? - ?Control technologies? - ?Mechanism control? - ?Multi-machines? - ?Operating mechanism? - ?Operating mechanism control? - ?Operations control? - ?Research review
Classification code: 731 Automatic Control Principles and Applications? - ?731.1 Control Systems? - ?731.3 Specific Variables Control? - ?821.1 Agricultural Machinery and Equipment? - ?821.3 Agricultural Methods
DOI: 10.6041/j.issn.1000-1298.2023.08.001
Compendex references: YES
Database: Compendex
Data Provider: Engineering Village
Compilation and indexing terms, Copyright 2023 Elsevier Inc.
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