Title :
Tuning fuzzy fractional order PID sliding-mode controller using PSO algorithm for nonlinear systems
Author :
Noureddine, Bouarroudj ; Djamel, Boubetra ; Boudjema, Fares
Author_Institution :
Ecole Nat. Polytech., Algiers, Algeria
Abstract :
In this paper, a robust fuzzy fractional order sliding mode controller (FFOSMC) for nonlinear systems is studied. Firstly a sliding PIα Dα surface is proposed, and the control law is designed. In order to reduce the chattering phenomenon in sliding mode control (SMC), a Takagi-Sugeno fuzzy logic controller is used to replace the discontinuity in the signum function, and to ensure optimal performance in the closed loop system, the PSO algorithm is used. Finally the effectiveness of the proposed approach of FFOSMC-based PSO algorithm is demonstrated by simulation results with an inverted pendulum and chaotic system.
Keywords :
PI control; chaos; closed loop systems; control nonlinearities; control system synthesis; fuzzy control; nonlinear control systems; particle swarm optimisation; pendulums; robust control; three-term control; variable structure systems; FFOSMC-based PSO algorithm; Takagi-Sugeno fuzzy logic controller; chaotic system; chattering phenomenon reduction; closed loop system; inverted pendulum; nonlinear systems; robust fuzzy fractional order PID sliding-mode controller tuning; signum function; sliding PIα Dα surface; Algorithm design and analysis; Fractional calculus; Fuzzy logic; Robustness; Simulation; Surface treatment; Tuning; Fractional PID Controller; Fractional-order sliding mode control; PID Controller; PSO Approach; non linear systems;
Conference_Titel :
Systems and Control (ICSC), 2013 3rd International Conference on
Conference_Location :
Algiers
Print_ISBN :
978-1-4799-0273-6
DOI :
10.1109/ICoSC.2013.6750949