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J-GLOBAL ID:202002250037897617   Reference number:20A0499174

A Multichannel LSTM-CNN Method for Fault Diagnosis of Chemical Process

化学プロセスの故障診断のための多チャネルLSTM-CNN法【JST・京大機械翻訳】
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Volume: 2019  Page: Null  Publication year: 2019 
JST Material Number: U7803A  ISSN: 1024-123X  Document type: Article
Article type: 原著論文  Country of issue: United Kingdom (GBR)  Language: ENGLISH (EN)
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Reference (32):
  • T. Rato, M. Reis, E. Schmitt, M. Hubert, B. De Ketelaere, "A systematic comparison of PCA-based statistical process monitoring methods for high-dimensional, time-dependent processes," AIChE Journal, vol. 62, no. 5, pp. 1478-1493, 2016.
  • S. Yin, X. D. Steven, A. Naik, P. Deng, A. Haghani, "On PCA-based fault diagnosis techniques," Proceedings of the 2010 Conference on Control and Fault-Tolerant Systems, Nice, France, October 2010.
  • S. Yin, X. Zhu, O. Kaynak, "Improved PLS focused on key-performance-indicator-related fault diagnosis," IEEE Transactions on Industrial Electronics, vol. 62, no. 3, pp. 1651-1658, 2015.
  • R. Leardi, "Application of genetic algorithm-PLS for feature selection in spectral data sets," Journal of Chemometrics, vol. 14, pp. 643-655, 2010.
  • G. Chen, J. Liang, J. Qian, "ICA and its application to chemical process monitoring and fault diagnosis," Journal of Chemical Industry Engineering, vol. 54, pp. 1474-1477, 2003.
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