FractionalOrderControlBasedonImprovedPSOAlgorithmforHeatingSystem

doi:10.3969/j.issn.1006-2475.2018.07.008

Abstract

Abstract: Forfractionalorderheatingsystem,afractionalordercontrolmethodbasedonimprovedparticleswarmoptimizationalgorithmisproposed.First,thechemotaxismechanismofbacteriaisintroducedintotheparticleswarmoptimizationalgorithmwithconstrictionfactortosolvetheproblemofthePSOpopulationdiversitylost,whichiscausedbecausethereisonlyattractionoperationwithoutexclusionoperationinPSOalgorithm.
ThismethodcanpreventfallingintolocaloptimumbecauseofPSOprematureconvergence.ThentheimprovedPSOalgorithmisusedtooptimizetheparametersoffractionalordercontroller.Finally,takingtheheatingsystemasthecontrolledobject,theimprovedparticleswarmoptimizationalgorithm,thestandardparticleswarmoptimizationalgorithmandthegeneticalgorithmareusedrespectivelytooptimizetheparametersofthefractionalordercontroller.Thesimulationresultsshowthatbyusingtheimprovedalgorithmtosetthefractionalordercontrollerparameters,andthecontrollercaneffectivelyrestraintheperturbationofthemodelparameters,therobustnessofthesystemisbetter.

Key words: fractionalorder, particleswarmoptimization, robustness, geneticalgorithm

CLC Number:

TP273

JIANGSu-ying. FractionalOrderControlBasedonImprovedPSOAlgorithmforHeatingSystem[J]. Computer and Modernization, 2018, 0(07): 39-.

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