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 …
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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 …
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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 …
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