PID Control Model Based on Back Propagation Neural Network Optimized by Adversarial Learning-Based Grey Wolf Optimization

PID Control Model Based on Back Propagation Neural Network Optimized by Adversarial Learning-Based Grey Wolf Optimization

In processes of industrial production, the online adaptive tuning method of proportional-integral-differential (PID) parameters using a neural network is found to be more appropriate than a conventional controller with PID for controlling different industrial processes with varying characteristics....

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Bibliographic Details
Main Authors: Huaiqin Liu, Qinghe Yu, Qu Wu
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Applied Sciences
Subjects:
gray wolf optimization algorithm
back propagation neural network
activation functions
PID controller
Online Access:https://www.mdpi.com/2076-3417/13/8/4767

Internet

https://www.mdpi.com/2076-3417/13/8/4767

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