Parameter optimization of nonlinear PID controller using RBF neural network for continuous stirred tank reactor

The temperature system of the Continuous Stirred Tank Reactor (CSTR) has the characteristics of strong nonlinearity and uncertain parameters. The linear PID controller makes it difficult to meet CSTR’s control requirements. Nonlinear PID (NPID) can improve the control effect of nonlinear controlled...

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Bibliographic Details
Main Authors: Xingxi Shi, Hong Zhao, Zheng Fan
Format: Article
Language:English
Published: SAGE Publishing 2023-11-01
Series:Measurement + Control
Online Access:https://doi.org/10.1177/00202940231189307