Least Squares Support Vector Machine-Based Multivariate Generalized Predictive Control for Parabolic Distributed Parameter Systems with Control Constraints

Least Squares Support Vector Machine-Based Multivariate Generalized Predictive Control for Parabolic Distributed Parameter Systems with Control Constraints

This manuscript addresses a new multivariate generalized predictive control strategy using the least squares support vector machine for parabolic distributed parameter systems. First, a set of proper orthogonal decomposition-based spatial basis functions constructed from a carefully selected set of...

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Bibliographic Details
Main Authors: Ling Ai, Yang Xu, Liwei Deng, Kok Lay Teo
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Symmetry
Subjects:
multivariate generalized predictive control
parabolic distributed parameter systems
least squares support vector machine
control constraints
diffusion-reaction process
Online Access:https://www.mdpi.com/2073-8994/13/3/453

Internet

https://www.mdpi.com/2073-8994/13/3/453

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