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Machine Learning
Comprehensive Analysis on Machine Learning Approaches for Interpretable and Stable Soft Sensors
Soft sensors play a vital role in industrial process monitoring and control by estimating difficult-to-measure quality variables. While …
Liang Cao
,
Jingyi Wang
,
Jianping Su
,
Yi Luo
,
Yankai Cao
,
Richard D Braatz
,
Bhushan Gopaluni
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Adaptive process monitoring for multimode industrial processes through machine learning
In complex industrial processes, real-time monitoring of critical variables is essential for ensuring operational safety and …
Liang Cao
,
Xiaolu Ji
,
Yankai Cao
,
Bhushan Gopaluni
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Long short-term memory network with transfer learning for lithium-ion battery capacity fade and cycle life prediction
Machine Learning (ML) is a promising technique for battery health estimation and prediction. However, with more and more types of …
Yixiu Wang
,
Jiangong Zhu
,
Liang Cao
,
Bhushan Gopaluni
,
Yankai Cao
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