Online machine learning modeling and predictive control of nonlinear systems with scheduled mode transitions
Author:
Affiliation:
1. Department of Chemical and Biomolecular Engineering National University of Singapore Singapore
2. Department of Statistics and Actuarial Science and Department of Mathematics The University of Hong Kong Hong Kong
Funder
Agency for Science, Technology and Research
Publisher
Wiley
Subject
General Chemical Engineering,Environmental Engineering,Biotechnology
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/aic.17882
Reference31 articles.
1. Optimization and control of a thin film growth process: A hybrid first principles/artificial neural network based multiscale modelling approach
2. Machine‐learning‐based predictive control of nonlinear processes. Part II: Computational implementation
3. Error-triggered on-line model identification for model-based feedback control
4. Neural Networks for Continuous Online Learning and Control
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