Generalized predictive control using fuzzy neural network model

Jong-Hwan Kim; Jeong-Yeol Jeon; Jeongmin Yang; Hong-Kook Chae

doi:10.1109/icnn.1994.374630

ScienceGate Book Chapters

JOURNAL ARTICLE

Generalized predictive control using fuzzy neural network model

Jong-Hwan Kim Jeong-Yeol Jeon Jeongmin Yang Hong-Kook Chae

Year: 2002 Vol: 4 Pages: 2596-2598

DOI: 10.1109/icnn.1994.374630

Get Full-Text PDF Get Analytical Report

Abstract

This paper presents a generalized predictive control using fuzzy neural network (FNN) modeling for nonlinear systems. FNN identifies the fuzzy model of a nonlinear system, and this model is used in the design of the generalized predictive controller. The effectiveness of the scheme is demonstrated by computer simulations.< >

Keywords:

Model predictive control Artificial neural network Scheme (mathematics) Computer science Fuzzy logic Nonlinear system Fuzzy control system Artificial intelligence Controller (irrigation) Neuro-fuzzy Machine learning Control engineering Control (management) Control theory (sociology) Data mining Engineering Mathematics

Metrics

Cited By

2.49

FWCI (Field Weighted Citation Impact)

Refs

0.88

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Topics

Advanced Control Systems Optimization

Physical Sciences → Engineering → Control and Systems Engineering

Fuzzy Logic and Control Systems

Physical Sciences → Computer Science → Artificial Intelligence

Fault Detection and Control Systems

Physical Sciences → Engineering → Control and Systems Engineering

Generalized predictive control using fuzzy neural network model

Abstract

Metrics

Topics

Related Documents

Generalized predictive control using fuzzy neural networks in T-S model

Generalized predictive control using a neuro-fuzzy model

Fuzzy neural network based generalized predictive control for AC excitation generators

Study of predictive control model of fuzzy neural network

Generalized predictive control using improved recurrent fuzzy neural network for a boiler-turbine unit