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
Pages
9
From page
28
To page
36
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
Serial Year
2011
Journal title
ISA TRANSACTIONS
Record number
2383070
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