An Enhanced Full-Form Model-Free Adaptive Controller for SISO Discrete-Time Nonlinear Systems

An Enhanced Full-Form Model-Free Adaptive Controller for SISO Discrete-Time Nonlinear Systems

This study focuses on the full-form model-free adaptive controller (FFMFAC) for SISO discrete-time nonlinear systems, and proposes enhanced FFMFAC. The proposed technique design incorporates long short-term memory neural networks (LSTMs) and fuzzy neural networks (FNNs). To be more precise, LSTMs ar...

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Bibliographic Details
Main Authors: Ye Yang, Chen Chen, Jiangang Lu
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Entropy
Subjects:
SISO discrete-time nonlinear systems
full-form model-free adaptive controller
fuzzy neural networks
long short-term memory neural networks
three-tank system
Online Access:https://www.mdpi.com/1099-4300/24/2/163

Internet

https://www.mdpi.com/1099-4300/24/2/163

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