Methodology to Compare Meta-heuristic Algorithms to Solve Selective Harmonic Elimination-PWM and Optimal Pulse Pattern Formulations

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dc.contributor.authorIbanez-Hidalgo, Irati
dc.contributor.authorOregi, Izaskun
dc.contributor.authorGil-Lopez, Sergio
dc.contributor.authorPerez-Basante, Angel
dc.contributor.authorSanchez-Ruiz, Alain
dc.contributor.authorPujana, Ainhoa
dc.contributor.authorZubizarreta, Asier
dc.contributor.authorCeballos, Salvador
dc.contributor.institutionPOWER ELECTRONICS AND SYSTEM EQUIPMENT
dc.contributor.institutionQuantum
dc.contributor.institutionIA
dc.contributor.institutionDIGITAL ENERGY
dc.date.accessioned2024-07-24T11:51:45Z
dc.date.available2024-07-24T11:51:45Z
dc.date.issued2021-10-13
dc.descriptionPublisher Copyright: © 2021 IEEE.
dc.description.abstractLow switching frequency modulation techniques such as Selective Harmonic Elimination-Pulse Width Modulation (SHE-PWM) or Optimal Pulse Pattern (OPP) are commonly used in medium voltage-high power multilevel converters to improve their efficiency. These techniques require solving non-linear equations in order to calculate the firing angles. These equations can be solved by meta-heuristic optimization algorithms, which depend on a set of hyperparameters that must be properly adjusted to ensure their effectiveness. This paper presents a methodology to tune different meta-heuristic algorithms to fairly compare them and select the best algorithm to solve SHE-PWM/OPP formulation. The methodology is applied considering different meta-heuristic algorithms such as genetic algorithm, differential evolution, harmony search and simulated annealing. It has been validated in SHE-PWM and OPP techniques with different number of firing angles.en
dc.description.sponsorshipACKNOWLEDGMENT This work has been supported by the Basque Government within the Research program ELKARTEK under projects: CONVADP (KK-2020/00091) and BIKAINTEK (005-B2-2020).
dc.description.statusPeer reviewed
dc.identifier.citationIbanez-Hidalgo , I , Oregi , I , Gil-Lopez , S , Perez-Basante , A , Sanchez-Ruiz , A , Pujana , A , Zubizarreta , A & Ceballos , S 2021 , Methodology to Compare Meta-heuristic Algorithms to Solve Selective Harmonic Elimination-PWM and Optimal Pulse Pattern Formulations . in IECON 2021 - 47th Annual Conference of the IEEE Industrial Electronics Society . IECON Proceedings (Industrial Electronics Conference) , vol. 2021-October , IEEE Computer Society , 47th Annual Conference of the IEEE Industrial Electronics Society, IECON 2021 , Toronto , Canada , 13/10/21 . https://doi.org/10.1109/IECON48115.2021.9589242
dc.identifier.citationconference
dc.identifier.doi10.1109/IECON48115.2021.9589242
dc.identifier.isbn9781665435543
dc.identifier.urihttps://hdl.handle.net/11556/2116
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85119480637&partnerID=8YFLogxK
dc.language.isoeng
dc.publisherIEEE Computer Society
dc.relation.ispartofIECON 2021 - 47th Annual Conference of the IEEE Industrial Electronics Society
dc.relation.ispartofseriesIECON Proceedings (Industrial Electronics Conference)
dc.relation.projectIDBIKAINTEK, 005-B2-2020
dc.relation.projectIDCONVADP, KK-2020/00091
dc.relation.projectIDEusko Jaurlaritza
dc.rightsinfo:eu-repo/semantics/restrictedAccess
dc.subject.keywordscost function
dc.subject.keywordshyperparameter
dc.subject.keywordsmeta-heurisitc algorithm
dc.subject.keywordsOPP optimization
dc.subject.keywordsSHE-PWM
dc.subject.keywordsControl and Systems Engineering
dc.subject.keywordsElectrical and Electronic Engineering
dc.titleMethodology to Compare Meta-heuristic Algorithms to Solve Selective Harmonic Elimination-PWM and Optimal Pulse Pattern Formulationsen
dc.typeconference output
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