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...

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Bibliographic Details
Main Authors: Shuto Yamakage, Hiromasa Kaneko
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Case Studies in Chemical and Environmental Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666016422000597