Literature DB >> 21074156

Tuning of an optimal fuzzy PID controller with stochastic algorithms for networked control systems with random time delay.

Indranil Pan1, Saptarshi Das, Amitava Gupta.   

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.
Copyright © 2010 ISA. Published by Elsevier Ltd. All rights reserved.

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Year:  2010        PMID: 21074156     DOI: 10.1016/j.isatra.2010.10.005

Source DB:  PubMed          Journal:  ISA Trans        ISSN: 0019-0578            Impact factor:   5.468


  3 in total

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Journal:  Nat Commun       Date:  2020-07-30       Impact factor: 14.919

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  3 in total

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