Optimal design of a variable coefficient fractional order PID controller by using heuristic optimization algorithms

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dc.contributor.authorAydoğdu, Ömer
dc.contributor.authorKorkmaz, Mehmet
dc.date.accessioned13.07.201910:50:10
dc.date.accessioned2019-07-16T08:25:35Z
dc.date.available13.07.201910:50:10
dc.date.available2019-07-16T08:25:35Z
dc.date.issued2019
dc.departmentMühendislik Fakültesi
dc.description.abstractThis paper deals with an optimal design of a new type Variable coefficient Fractional Order PID (V-FOPID) controller by using heuristic optimization algorithms. Although many studies have mainly paid attention to correct the performance of the system's transient and steady state responses together, few studies are interested in both transient and steady state performances separately. It is obvious that handling these two cases independently will bring out a better control response. However, there are no studies using different controller parameters for the transient and steady state responses of the system in fractional order control systems. The major contribution of the paper is to fill this gap by presenting a novel approach. To justify the claimed efficiency of the proposed VFOPID controller, variable coefficient controllers and classical ones are tested through a set of simulations which is about controlling of an Automatic Voltage Regulator (AVR) system. According to the obtained results, first of all it was observed that proposed V-FOPID controller has superiority to the classical PID, Variable coefficient PID (V-PID) and classical Fractional Order PID (FOPID) controllers. Secondly, Particle Swarm Optimization (PSO) algorithm has shown its advantage compared to the Artificial Immune System (AIS) algorithm for the controller design. © 2018 The Science and Information (SAI) Organization Limited.
dc.identifier.doi10.14569/IJACSA.2019.0100341
dc.identifier.endpage321en_US
dc.identifier.issn2158-107X
dc.identifier.issue3en_US
dc.identifier.scopusqualityQ3
dc.identifier.startpage314en_US
dc.identifier.urihttps://dx.doi.org/10.14569/IJACSA.2019.0100341
dc.identifier.urihttps://hdl.handle.net/20.500.12451/3066
dc.identifier.volume10en_US
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherScience and Information Organization
dc.relation.ispartofInternational Journal of Advanced Computer Science and Applications
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectArtificial Immune System
dc.subjectAutomatic Voltage Regulator
dc.subjectParticle Swarm Optimization
dc.subjectVariable Coefficient Fractional Order PID Controller
dc.titleOptimal design of a variable coefficient fractional order PID controller by using heuristic optimization algorithms
dc.typeArticle

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