Title :
Analysis and synthesis of an intelligent control system based on fuzzy logic and the PID principle
Author :
Wang, Peng ; Kwok, Daniel P.
Author_Institution :
Dept. of Electron. Eng., Hong Kong Polytech., Kowloon, Hong Kong
Abstract :
The analysis and design of an intelligent control system, based on the fuzzy set theory and the well known PID control principle, are carried out. The structures of fuzzy PID controllers are built up utilising expert heuristics to perform PID control actions. The properties of such controllers are investigated in terms of their nonlinear equivalence, stability analysis and robustness examination. The design procedures for this type of controller are formulated using the linguistic phase-plane approach, and realised by means of the expert system and CAD techniques. The simulation of an experimental heating process regulated by a fuzzy PID controller is presented as a practical example to manifest the correctness and usefulness of the proposed analysis and design methods
Keywords :
control system CAD; expert systems; fuzzy control; intelligent control; stability; three-term control; CAD techniques; PID principle; correctness; expert heuristics; fuzzy logic; fuzzy set theory; heating process; intelligent control system; linguistic phase-plane approach; nonlinear equivalence; robustness examination; stability analysis;
Journal_Title :
Intelligent Systems Engineering