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基于數(shù)據(jù)可視化的冷鮮羊肉TPA指標(biāo)數(shù)據(jù)提取優(yōu)化方法
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財政部和農(nóng)業(yè)農(nóng)村部:國家現(xiàn)代農(nóng)業(yè)產(chǎn)業(yè)技術(shù)體系項目(CARS-38)


Optimization Method of TPA Index Data Extraction of Chilled Mutton Based on Data Visualization
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    摘要:

    冷鮮羊肉的消費量近年呈現(xiàn)持續(xù)增長趨勢,保障其質(zhì)量安全至關(guān)重要。全質(zhì)構(gòu)分析法(TPA)是冷鮮羊肉質(zhì)量安全檢測的重要方法,但在實際檢測過程中獲取的部分TPA指標(biāo)數(shù)據(jù)存在較大誤差。通過解析冷鮮羊肉的TPA質(zhì)構(gòu)檢測過程,提出了一種基于數(shù)據(jù)可視化的冷鮮羊肉TPA指標(biāo)數(shù)據(jù)提取優(yōu)化方法。首先對實際檢測力度數(shù)據(jù)進行滑動平均濾波處理,在數(shù)據(jù)可視化方法基礎(chǔ)上,分別進行TPA曲線對應(yīng)各特征節(jié)點的具體定位,構(gòu)建TPA指標(biāo)數(shù)據(jù)提取優(yōu)化模型,設(shè)計了自主檢測系統(tǒng),并進行了試驗檢測。結(jié)果表明,基于優(yōu)化方法設(shè)計組裝的冷鮮羊肉TPA質(zhì)構(gòu)檢測系統(tǒng)比TA-XT PLUS型質(zhì)構(gòu)儀表現(xiàn)出數(shù)據(jù)穩(wěn)定的優(yōu)勢,其中粘性指標(biāo)數(shù)據(jù)平均測量誤差下降12.4個百分點,獲得的TPA指標(biāo)數(shù)據(jù)與樣品菌落總數(shù)指標(biāo)對數(shù)值表現(xiàn)出較高的相關(guān)性,其相關(guān)系數(shù)絕對值均大于0.8,能夠較好地反映試驗期間冷鮮羊肉樣品的質(zhì)地特性變化。

    Abstract:

    With the improvement of people’s living standard and the rapid development of modern food industry, food quality and safety issues attracted increasing attention. The consumption of chilled mutton showed a trend of continuous growth in recent years. Chilled mutton has become the main sales category of lamb products in China. and it is important to ensure its quality and safety. Texture profile analysis (TPA) is an important detection method for the quality and safety of chilled mutton, but there is a large data error in some TPA index values obtained during the actual measurement process. Based on the analysis of the specific measurement process of the TPA texture detection of chilled mutton, an optimizing method of TPA index extraction of chilled mutton was proposed. The actual force data was processed by the moving average filtering method, and on the basis of the data visualization method, the location of the characteristic nodes of the TPA curve was determined by constructing the TPA indexes extract optimization model. Based on the optimization method, the self-designed chilled mutton TPA detection system showed the data stability advantages, compared with the TA-XT PLUS tester,the average measurement error of adhesiveness was decreased by 12.4 percentage points. And all TPA indexes of the self-designed system showed a higher correlation with total bacteria, the absolute values of the correlation coefficient were over 0.8,which can better reflect the texture characteristics change of chilled mutton. The research result can provide more comprehensive theoretical support and practical experience for the TPA of chilled mutton, which can further improve the quality and safety of chilled mutton, so as to protect the rights of consumers.

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張國祥,張海瑜,李鑫星.基于數(shù)據(jù)可視化的冷鮮羊肉TPA指標(biāo)數(shù)據(jù)提取優(yōu)化方法[J].農(nóng)業(yè)機械學(xué)報,2021,52(7):343-350. ZHANG Guoxiang, ZHANG Haiyu, LI Xinxing. Optimization Method of TPA Index Data Extraction of Chilled Mutton Based on Data Visualization[J]. Transactions of the Chinese Society for Agricultural Machinery,2021,52(7):343-350.

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  • 收稿日期:2021-04-19
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  • 在線發(fā)布日期: 2021-07-10
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