Title of article :
Tuning of an optimal fuzzy PID controller with stochastic algorithms for networked control systems with random time delay
Author/Authors :
Pan، نويسنده , , Indranil and Das، نويسنده , , Saptarshi and Gupta، نويسنده , , Amitava، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2011
Abstract :
An optimal PID and an optimal fuzzy PID have been tuned by minimizing the Integral of Time multiplied Absolute Error (ITAE) and squared controller output for a networked control system (NCS). The tuning is attempted for a higher order and a time delay system using two stochastic algorithms viz. the Genetic Algorithm (GA) and two variants of Particle Swarm Optimization (PSO) and the closed loop performances are compared. The paper shows that random variation in network delay can be handled efficiently with fuzzy logic based PID controllers over conventional PID controllers.
Keywords :
Random network delay , Networked control system , Fuzzy PID controller , particle swarm optimization , Optimal tuning , genetic algorithm
Journal title :
ISA TRANSACTIONS
Journal title :
ISA TRANSACTIONS