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文章基本信息

  • 标题:Recognition of Odor Characteristics Based on BP Neural Network
  • 本地全文:下载
  • 作者:Wu Lei ; Fang Jiandong ; Zhao Yudong
  • 期刊名称:TELKOMNIKA (Telecommunication Computing Electronics and Control)
  • 印刷版ISSN:2302-9293
  • 出版年度:2016
  • 卷号:14
  • 期号:3
  • 页码:956-962
  • DOI:10.12928/telkomnika.v14i3.3712
  • 语种:English
  • 出版社:Universitas Ahmad Dahlan
  • 摘要:This paper introduces the basic principle and calculation steps of BP neural network algorithm for classification and prediction of odor characteristic parameters. Using the PEN3 electronic nose collects the volatile components of milk and programming BP neural network algorithm under MATLAB condition. This paper validate the use of BP neural network algorithm on milk quality prediction is effective.
  • 其他摘要:This paper introduces the basic principle and calculation steps of BP neural network algorithm for classification and prediction of odor characteristic parameters. Using the PEN3 electronic nose collects the volatile components of milk and programming BP neural network algorithm under MATLAB condition. This paper validate the use of BP neural network algorithm on milk quality prediction is effective.
  • 关键词:BP neural network;Electronic nose;Odor classification and prediction
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