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牛肉含水率無損快速檢測系統(tǒng)研究
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公益性行業(yè)(農(nóng)業(yè))科研專項經(jīng)費資助項目(201003008)


Nondestructive Rapid Detection System for Water Content of Beef
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    摘要:

    針對影響牛肉品質(zhì)的主要指標(biāo),開發(fā)了基于可見/近紅外光譜技術(shù)的牛肉含水率品質(zhì)快速檢測系統(tǒng)。闡述了該系統(tǒng)的工作原理、工作過程、硬件組成及軟件系統(tǒng)功能。系統(tǒng)的核心是波段分別為400~960nm和900~2600nm的光譜儀,結(jié)合控制器、光纖等輔助裝置構(gòu)成了檢測系統(tǒng)的硬件部分?;赩C++語言開發(fā)了Windows環(huán)境下的光譜信息采集和處理的快速無損檢測軟件。該系統(tǒng)可以實現(xiàn)對牛肉光譜數(shù)據(jù)的采集、處理、樣品品質(zhì)的快速預(yù)測和結(jié)果顯示。該系統(tǒng)在實驗室采集了57個牛肉背最長肌的光譜,分別對可見、近紅外和全波段的光譜數(shù)據(jù)建模,分析顯示全波段預(yù)測模型能夠更好地預(yù)測牛肉的含水率,其校正相關(guān)系數(shù)RC和預(yù)測相關(guān)系數(shù)RP分別為0.96和0.88。然后將預(yù)測模型固化于在線檢測硬件系統(tǒng)中,在牛肉分割線上采集84個樣品進行實驗驗證,檢測正確率為92.8%。含水率結(jié)果表明,該快速檢測裝置檢測含水率的精度較高,可靠性較好,可用于牛肉屠宰分割線對含水率品質(zhì)參數(shù)的快速無損檢測。

    Abstract:

    Moisture content is considered as an important evaluation index for beef quality. This study focused on development of nondestructive rapid detection system device for assessing beef quality based on VIS/NIR spectroscopy. Working principal and process of the system, hardware composition, and software were introduced. Hardware of detecting system included two spectrometers, handheld probe, control instrument, bifurcated optical fiber, power unit and container. Two spectrometers in the spectral region of 400~960nm and 900~2600nm were coupled together for spectral acquisition. The wavelength range of visible and near infrared spectroscopy was covered and the characteristic wavelengths in VIS/NIR band of moisture, protein, fat and other main components of beef were detected by the two spectrometers. Another important part was probe. The handheld probe was designed with two optical channels in order to reduce the effect of light source on fiber probe. One channel was designed with angle of 45° for light source and the other one was designed to be vertical for the fiber probe. Inner surface of the two channels was covered by white barium sulfate to make the light distribution even. The handheld probe was designed to ensure the same distance between the end of fiber probe and the surface of sample. Experiment showed that different samples could be detected by adjusting distance between the end of fiber probe and the bottom surface of handheld probe. One end of the bifurcated fiber was connected with handheld probe and the other two were connected with two spectrometers. Software of spectral data collecting and rapid detection was developed by using VC++, and can be run in Windows environment. Main modules of the software included parameter setting module, sample information management module, trigger control module, spectral information acquisition module, quality evaluation module and results display and storage module. The system could collect spectral data, process the data, detect the quality of sample and display the results. First, the system was used to acquire optical data from 57 beef samples of M. longissimus dorsi, and build the prediction model of beef moisture content by visible spectra, NIR spectra, full spectra, respectively. The results showed that the prediction model developed by full spectra had the highest accuracy. The correlation coefficient of calibration (Rc) and the correlation coefficient of prediction (Rp) of the prediction model were 0.96 and 0.88, respectively. Then, experiment on the system was done to detect moisture content of beef on the processing line in two beef slaughtering enterprises. In this test, 84 beef ridge samples were extracted for moisture content detection. The detection results from the experiment yielded satisfactory results. Correct rate of non-destructive rapid detection system device testing on moisture content was 92.8%. The result shows that the system can be used for nondestructive rapid detection of beef quality with high accuracy and reliability as well as repeatability.

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石力安,郭 輝,彭彥昆,江發(fā)潮,林 琬.牛肉含水率無損快速檢測系統(tǒng)研究[J].農(nóng)業(yè)機械學(xué)報,2015,46(7):203-209. Shi Li’an, Guo Hui, Peng Yankun, Jiang Fachao, Lin Wan. Nondestructive Rapid Detection System for Water Content of Beef[J]. Transactions of the Chinese Society for Agricultural Machinery,2015,46(7):203-209.

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  • 收稿日期:2014-12-05
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  • 在線發(fā)布日期: 2015-07-10
  • 出版日期: 2015-07-10
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