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Optimization design of the electromagnetic torque for Surface-Mounted PMSM using GA and Finite Element Analysis for electric vehicle

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cris.author.scopus-author-id 57437722500
cris.author.scopus-author-id 57224937845
cris.author.scopus-author-id 53985359200
cris.author.scopus-author-id 55655843600
cris.author.scopus-author-id 55897659800
cris.author.scopus-author-id 57214108987
cris.author.scopus-author-id 56572199100
cris.author.scopus-author-id 57189322712
cris.virtual.department Universiti Malaysia Perlis
cris.virtual.department Universiti Malaysia Perlis
cris.virtual.department Universiti Malaysia Perlis
cris.virtual.department Universiti Malaysia Perlis
cris.virtualsource.department 36e3f3d8-3626-4d64-9783-ddd4158c210c
cris.virtualsource.department 3409ea42-12d3-4abe-9785-3a3218ea079a
cris.virtualsource.department 1f785c26-e44d-470f-a7e3-dc8b74946764
cris.virtualsource.department eab8533d-bb21-4bb8-a95a-0d86458068f4
dc.contributor.author Wong Edric Wee Ming
dc.contributor.author Mohd-Shafri Syauqina Akmar
dc.contributor.author Tiang Tow Leong
dc.contributor.author Choo Jun Tan
dc.contributor.author Dahaman Ishak
dc.contributor.author Mohd Saufi Ahmad
dc.contributor.author Leong Jenn Hwai
dc.contributor.author Ong Hui Lin
dc.date.accessioned 2024-09-28T01:40:21Z
dc.date.available 2024-09-28T01:40:21Z
dc.date.issued 2022-09-01
dc.description.abstract This research offers an optimization design for a three-phase surface-mounted permanent magnet synchronous machine (SMPMSM) by employing the computer framework consists of finite element analysis (FEA) and genetic algorithm (GA) utilized in the applications of electric vehicles. This framework aims to evaluate and determine the optimal setting of SMPMSMs, which require maximum average electromagnetic torque (Tem_avg) and minimum its ripple (Tem_rip). Several motor performances, such as magnetic field distribution across the motor, magnetic flux density distribution in the mid air gap, phase back-EMF, electromagnetic torque, and its ripple, are investigated for the initial and optimal designs of PM machines during open-circuit and on-load conditions by using FEA. The important parameter of PM machines, i.e. the magnet pole-arc and slot opening angle are taken into account. In order to determine the objective function of the GA framework, the Tem_avg and the Tem_rip are used to formulate the computing equations where the fitness value provided by the computing framework is further assessed. The GA framework is used to assess the comparison of parameters and motor performance between the initial and optimal designs of 12s/8p PM motors in terms of electromagnetic torque under BLAC operation. Consequently, the framework of FEA and GA has been proven in the design of SMPMSM, which is very viable for electric cars by reducing the magnet materials and electromagnetic torque ripple.
dc.identifier.doi 10.1007/s42835-022-01160-w
dc.identifier.scopus 2-s2.0-85133418436
dc.identifier.uri https://hdl.handle.net/20.500.14170/5119
dc.language.iso en
dc.publisher Korean Institute of Electrical Engineers
dc.relation.funding Ministry of Higher Education, Malaysia
dc.relation.grantno undefined
dc.relation.ispartof Journal of Electrical Engineering and Technology
dc.relation.issn 19750102
dc.subject Electric vehicle
dc.subject Electromagnetic torque
dc.subject Genetic algorithm
dc.subject Permanent magnet synchronous machine
dc.subject Surface-mounted
dc.title Optimization design of the electromagnetic torque for Surface-Mounted PMSM using GA and Finite Element Analysis for electric vehicle
dc.type Resource Types::text::journal
dspace.entity.type Publication
oaire.citation.endPage 2735
oaire.citation.issue 5
oaire.citation.startPage 2727
oaire.citation.volume 17
oairecerif.affiliation.orgunit Universiti Malaysia Perlis
oairecerif.affiliation.orgunit Universiti Malaysia Perlis
oairecerif.affiliation.orgunit Universiti Malaysia Perlis
oairecerif.affiliation.orgunit Wawasan Open University
oairecerif.affiliation.orgunit Universiti Sains Malaysia
oairecerif.affiliation.orgunit Universiti Malaysia Perlis
oairecerif.affiliation.orgunit Universiti Malaysia Perlis
oairecerif.affiliation.orgunit Universiti Malaysia Perlis
oairecerif.author.affiliation Universiti Malaysia Perlis
oairecerif.author.affiliation Universiti Malaysia Perlis
oairecerif.author.affiliation Universiti Malaysia Perlis
oairecerif.author.affiliation Wawasan Open University
oairecerif.author.affiliation Universiti Sains Malaysia
oairecerif.author.affiliation Universiti Malaysia Perlis
oairecerif.author.affiliation Universiti Malaysia Perlis
oairecerif.author.affiliation Universiti Malaysia Perlis
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person.identifier.orcid 0000-0002-9814-9860
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person.identifier.scopus-author-id 57437722500
person.identifier.scopus-author-id 57224937845
person.identifier.scopus-author-id 53985359200
person.identifier.scopus-author-id 55655843600
person.identifier.scopus-author-id 55897659800
person.identifier.scopus-author-id 57214108987
person.identifier.scopus-author-id 56572199100
person.identifier.scopus-author-id 57189322712
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