JOURNAL ARTICLE

Robust Takagi-Sugeno fuzzy control for systems with static nonlinearity and time-varying delay

Abstract

In this paper, a robust Takagi-Sugeno fuzzy digital PID control methodology based on gain and phase margins specifications for SISO systems with nonlinearity and time-variant delay, is proposed. A multiobjective particle swarm optimization (PSO) strategy is defined to tune the fuzzy digital PID controller parameters, so the gain and phase margins specified to the fuzzy control system are get. Experimental results shown the efficiency of the proposed methodology for control of a thermal plant. The nonlinear static characteristic curves of this system was obtained from static testing thus suggesting its use to validate the results.

Keywords:
Control theory (sociology) Particle swarm optimization Fuzzy control system Fuzzy logic Nonlinear system PID controller Computer science Control system Controller (irrigation) Control engineering Control (management) Mathematics Engineering Mathematical optimization Temperature control Artificial intelligence

Metrics

2
Cited By
0.31
FWCI (Field Weighted Citation Impact)
18
Refs
0.80
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Fuzzy Logic and Control Systems
Physical Sciences →  Computer Science →  Artificial Intelligence
Advanced Control Systems Optimization
Physical Sciences →  Engineering →  Control and Systems Engineering
Advanced Control Systems Design
Physical Sciences →  Engineering →  Control and Systems Engineering

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