Design of adaptive soft sensor based on Bayesian optimization
When adaptive soft sensors are introduced to industrial plants, an appropriate combination of the type of adaptation mechanism, hyperparameters of the mechanism, regression model, and hyperparameters of the model must be selected for predictive soft sensors. We propose an automatic and efficient sel...
Main Authors: | , |
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Format: | Article |
Language: | English |
Published: |
Elsevier
2022-12-01
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Series: | Case Studies in Chemical and Environmental Engineering |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2666016422000597 |