Safety prediction analysis of the agricultural products processing based on the BP neural network

被引:0
|
作者
Li, Jing [1 ]
Fu, Da-en Huang [1 ]
机构
[1] College of Information Engineering, Kaifeng University, Kaifeng, Henan, China
关键词
Agricultural products - Quality control - Neural networks - Food storage;
D O I
10.19026/ajfst.9.1655
中图分类号
学科分类号
摘要
By using BP neural network algorithm, this study aims at prompting the accuracy of safety prediction of the agriculture products processing. The science prediction of the deep-frozen dumplings' shelf-life has an important guiding significance for human health and the safety of quick-frozen food. Artificial Neural Network (ANN) is a kind of information processing system which is established by simulating the human nervous system. Based on these, by using the effective theory of integrated temperature combined with BP neural network method to predict the shelf-life of the frozen dumplings in this study, we aim at providing a theory basis for monitoring and controlling the quality change in the storage process of deep-frozen dumplings' temperature fluctuations. Finally, an example is given to show that it is very effective by using the method adopted in this study. © 2015 Maxwell Scientific Publication Corp.
引用
收藏
页码:755 / 760
相关论文
共 50 条
  • [42] Prediction of the Ash Content of Flotation Concentrate Based on Froth Image Processing and BP Neural Network Modeling
    Tang, Mengcheng
    Zhou, Changchun
    Zhang, Ningning
    Liu, Cheng
    Pan, Jinhe
    Cao, Shanshan
    INTERNATIONAL JOURNAL OF COAL PREPARATION AND UTILIZATION, 2021, 41 (03) : 191 - 202
  • [43] Prediction of Electric Load for Users Based on BP Neural Network
    Li, Yang
    Xie, Xiangying
    Shan, Liang
    Ma, Dayan
    Zhang, Deping
    2018 4TH INTERNATIONAL CONFERENCE ON SYSTEMS, COMPUTING, AND BIG DATA (ICSCBD 2018), 2019, : 15 - 23
  • [44] State Trend Prediction of Spacecraft Based on BP Neural Network
    Yang, Tianshe
    Chen, Bin
    Zhang, Hailong
    Wang, Xiaole
    Gao, Yu
    Xing, Nan
    PROCEEDINGS OF 2013 2ND INTERNATIONAL CONFERENCE ON MEASUREMENT, INFORMATION AND CONTROL (ICMIC 2013), VOLS 1 & 2, 2013, : 809 - 812
  • [45] Xi'an Residential Land Prediction Based on BP Neural Network
    Ding, Zhuo
    Zhang, Yan-feng
    2ND INTERNATIONAL CONFERENCE ON ADVANCED EDUCATION TECHNOLOGY AND MANAGEMENT SCIENCE (AETMS 2014), 2015, : 404 - 409
  • [46] Prediction of air freight volume based on BP neural network
    Han, Dechao
    Peng, Yuanyuan
    PROCEEDINGS OF 2023 7TH INTERNATIONAL CONFERENCE ON ELECTRONIC INFORMATION TECHNOLOGY AND COMPUTER ENGINEERING, EITCE 2023, 2023, : 904 - 907
  • [47] Prediction of Manufacturing Quality of Holes Based on a BP Neural Network
    Jiao, Anyuan
    Zhang, Guofu
    Liu, Binghong
    Liu, Weijun
    APPLIED SCIENCES-BASEL, 2020, 10 (06):
  • [48] Prediction of Processing-Properties of TA15 Titanium Alloy Based on BP Neural Network
    Yue Yang
    Zhu Jingchuan
    Liu Yong
    Wang Yang
    Yang Xiawei
    RARE METAL MATERIALS AND ENGINEERING, 2009, 38 (10) : 1811 - 1814
  • [49] Prediction of Surface Roughness for HSM Based on BP Neural Network
    Chen, Ying
    Sun, Yanhong
    Yang, Zhenwen
    Wu, Guangdong
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, INFORMATION AND COMPUTER SCIENCE (ICEMC 2017), 2017, 73 : 421 - 424
  • [50] Defects Prediction of Aerospace Software Based on BP Neural Network
    Xie Nihui
    Shi Cuihong
    Li Yinlong
    2018 EIGHTH INTERNATIONAL CONFERENCE ON INSTRUMENTATION AND MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC 2018), 2018, : 1057 - 1061