Design of a PID-like compound fuzzy logic controller

• Published in: Engineering applications of artificial intelligence Vol. 14; no. 6; pp. 785 - 803
• Main Authors: Kukolj, Dragan D., Kuzmanović, Slobodan B., Levi, Emil
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01-12-2001
• Subjects: Electric motor drives; Fuzzy control design; Phase-plane analysis; PID controller; Speed control; Electric motor drives; PID controller; Phase-plane analysis; Speed control; Fuzzy control design
• ISSN: 0952-1976; 1873-6769
• DOI: 10.1016/S0952-1976(02)00014-3

The paper describes a novel method for the design of a fuzzy logic controller (FLC) with near-optimal performance for a variety of operating conditions. The approach is based on the analysis of the system behaviour in the error state-space. The final control structure, in a form of a compound FLC, is arrived at in two stages. The first stage encompasses design and tuning of a PID-like fuzzy controller. The second stage consists of placing an additional fuzzy controller, of a structure similar to that of the first one, in parallel with the PID-like fuzzy controller designed in the first stage. The resulting compound controller is characterised with high performance in the wide range of operating conditions, and with small number of parameters that can be adjusted using simple optimisation methods. The controller is developed and tested for a plant comprising a vector controlled induction motor drive.