Comprehensive Analysis on Machine Learning Approaches for Interpretable and Stable Soft Sensors
IEEE Transactions on Instrumentation and Measurement, Vol. 74, pp. 1-17,
Liang Cao, Jingyi Wang, Jianping Su, Yi Luo, Yankai Cao, Richard D. Braatz, R. Bhushan Gopaluni
[PDF]
Click to enlarge image.
Abstract
This paper provides a comprehensive analysis of machine learning approaches for developing interpretable and stable soft sensors in industrial applications, addressing key challenges in model reliability and transparency.
Read or Download: PDF