An Improved Partial-Form MFAC Design for Discrete-Time Nonlinear Systems With Neural Networks

An Improved Partial-Form MFAC Design for Discrete-Time Nonlinear Systems With Neural Networks

This article investigates the partial-form model-free adaptive control (MFAC) issue for a class of discrete-time nonlinear systems. An improved partial-form MFAC design named IPFMFAC-NN is proposed, where neural networks are introduced to enhance the control performance. With the excellent approxima...

Full description

Bibliographic Details
Main Authors: Ye Yang, Chen Chen, Jiangang Lu
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
LSTM neural networks
partial-form model-free adaptive controller
RBF neural networks
three-tank system
Online Access:https://ieeexplore.ieee.org/document/9374966/

Internet

https://ieeexplore.ieee.org/document/9374966/

Similar Items