{"id":"https://openalex.org/W2091154605","doi":"https://doi.org/10.1109/tii.2015.2424073","title":"GPU-Accelerated Parallel Coevolutionary Algorithm for Parameters Identification and Temperature Monitoring in Permanent Magnet Synchronous Machines","display_name":"GPU-Accelerated Parallel Coevolutionary Algorithm for Parameters Identification and Temperature Monitoring in Permanent Magnet Synchronous Machines","publication_year":2015,"publication_date":"2015-04-17","ids":{"openalex":"https://openalex.org/W2091154605","doi":"https://doi.org/10.1109/tii.2015.2424073","mag":"2091154605"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2015.2424073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2015.2424073","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dspace.lboro.ac.uk/2134/22596","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007721343","display_name":"Zhaohua Liu","orcid":"https://orcid.org/0000-0002-6597-4741"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao-Hua Liu","raw_affiliation_strings":["School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China","School of Information and Electrical Engineering Hunan University of Science and Technology Xiangtan China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China","institution_ids":["https://openalex.org/I121296143"]},{"raw_affiliation_string":"School of Information and Electrical Engineering Hunan University of Science and Technology Xiangtan China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100434101","display_name":"Xiaohua Li","orcid":"https://orcid.org/0000-0001-8706-9964"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Hua Li","raw_affiliation_strings":["School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China","School of Information and Electrical Engineering Hunan University of Science and Technology Xiangtan China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China","institution_ids":["https://openalex.org/I121296143"]},{"raw_affiliation_string":"School of Information and Electrical Engineering Hunan University of Science and Technology Xiangtan China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019820828","display_name":"Lianghong Wu","orcid":"https://orcid.org/0000-0002-9795-0808"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang-Hong Wu","raw_affiliation_strings":["School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China","School of Information and Electrical Engineering Hunan University of Science and Technology Xiangtan China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China","institution_ids":["https://openalex.org/I121296143"]},{"raw_affiliation_string":"School of Information and Electrical Engineering Hunan University of Science and Technology Xiangtan China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101767687","display_name":"Shaowu Zhou","orcid":"https://orcid.org/0000-0002-6988-7266"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shao-Wu Zhou","raw_affiliation_strings":["School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China","School of Information and Electrical Engineering Hunan University of Science and Technology Xiangtan China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China","institution_ids":["https://openalex.org/I121296143"]},{"raw_affiliation_string":"School of Information and Electrical Engineering Hunan University of Science and Technology Xiangtan China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100656687","display_name":"Kan Liu","orcid":"https://orcid.org/0000-0002-3998-7194"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kan Liu","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield, U.K","Department of Electronic and Electrical Engineering,, University of Sheffield,, Sheffield,, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield, U.K","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Department of Electronic and Electrical Engineering,, University of Sheffield,, Sheffield,, U.K","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9166,"has_fulltext":false,"cited_by_count":72,"citation_normalized_percentile":{"value":0.91395408,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"11","issue":"5","first_page":"1220","last_page":"1230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11020","display_name":"Immune Cell Function and Interaction","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11020","display_name":"Immune Cell Function and Interaction","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.7724347710609436},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.7430922389030457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.726142942905426},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.623447835445404},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.47300583124160767},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4705405831336975},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4387419819831848},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.41813716292381287},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40434712171554565},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.3320552706718445}],"concepts":[{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.7724347710609436},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.7430922389030457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.726142942905426},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.623447835445404},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.47300583124160767},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4705405831336975},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4387419819831848},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.41813716292381287},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40434712171554565},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.3320552706718445},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tii.2015.2424073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2015.2424073","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:dspace.lboro.ac.uk:2134/22596","is_oa":true,"landing_page_url":"https://dspace.lboro.ac.uk/2134/22596","pdf_url":null,"source":{"id":"https://openalex.org/S4306401023","display_name":"Loughborough University Institutional Repository (Loughborough University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I143804889","host_organization_name":"Loughborough University","host_organization_lineage":["https://openalex.org/I143804889"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:figshare.com:article/9547100","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/GPU-accelerated_parallel_coevolutionary_algorithm_for_parameters_identification_and_temperature_monitoring_in_permanent_magnet_synchronous_machines/9547100","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:dspace.lboro.ac.uk:2134/22596","is_oa":true,"landing_page_url":"https://dspace.lboro.ac.uk/2134/22596","pdf_url":null,"source":{"id":"https://openalex.org/S4306401023","display_name":"Loughborough University Institutional Repository (Loughborough University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I143804889","host_organization_name":"Loughborough University","host_organization_lineage":["https://openalex.org/I143804889"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G1098998874","display_name":"\u9762\u5411\u7164\u77ff\u6551\u63f4\u7684\u7fa4\u4f53\u673a\u5668\u4eba\u534f\u4f5c\u63a7\u5236\u7406\u8bba\u65b9\u6cd5\u7814\u7a76","funder_award_id":"51374107","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1706906939","display_name":null,"funder_award_id":"2013M540628","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5370658053","display_name":null,"funder_award_id":"2014T70767","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G585773409","display_name":null,"funder_award_id":"61174140","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G826267432","display_name":null,"funder_award_id":"14JJ3107","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G902415587","display_name":null,"funder_award_id":"13JJ8014","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1977640090","https://openalex.org/W1990961255","https://openalex.org/W1996216641","https://openalex.org/W1997600725","https://openalex.org/W2008257391","https://openalex.org/W2056078399","https://openalex.org/W2061135657","https://openalex.org/W2066816042","https://openalex.org/W2068049254","https://openalex.org/W2068535738","https://openalex.org/W2090156293","https://openalex.org/W2091261694","https://openalex.org/W2095695278","https://openalex.org/W2096524645","https://openalex.org/W2100183523","https://openalex.org/W2100211715","https://openalex.org/W2108279726","https://openalex.org/W2117286520","https://openalex.org/W2118840131","https://openalex.org/W2120512286","https://openalex.org/W2121854224","https://openalex.org/W2121987001","https://openalex.org/W2122891488","https://openalex.org/W2123066915","https://openalex.org/W2124227376","https://openalex.org/W2130368085","https://openalex.org/W2130410470","https://openalex.org/W2131613989","https://openalex.org/W2137994276","https://openalex.org/W2138032252","https://openalex.org/W2138087916","https://openalex.org/W2145303497","https://openalex.org/W2151457862","https://openalex.org/W2156262512","https://openalex.org/W2162503806","https://openalex.org/W2164531580","https://openalex.org/W2166624756","https://openalex.org/W2170351167","https://openalex.org/W2324475389","https://openalex.org/W4241045721","https://openalex.org/W4319308424","https://openalex.org/W6667515788","https://openalex.org/W6681873843"],"related_works":["https://openalex.org/W2983282793","https://openalex.org/W1963859303","https://openalex.org/W2364044215","https://openalex.org/W2389600408","https://openalex.org/W240129890","https://openalex.org/W3048701459","https://openalex.org/W2149078538","https://openalex.org/W2080146221","https://openalex.org/W2546223573","https://openalex.org/W2794923745"],"abstract_inverted_index":{"A":[0],"hierarchical":[1],"fast":[2],"parallel":[3,98,156],"co-evolutionary":[4],"immune":[5,68,84],"particle":[6],"swarm":[7],"optimization":[8],"(PSO)":[9],"algorithm,":[10],"accelerated":[11],"by":[12,67,154],"graphics":[13],"processing":[14],"unit":[15],"(GPU)":[16],"technique":[17],"(G-PCIPSO),":[18],"is":[19,34,40,87,103,120,151],"proposed":[20,88,118],"for":[21],"multiparameter":[22],"identification":[23,125],"and":[24,39,65,126,136],"temperature":[25,127,138],"monitoring":[26,128,139],"of":[27,36,54,100,129],"permanent":[28],"magnet":[29],"synchronous":[30],"machines":[31],"(PMSM).":[32],"It":[33,131],"composed":[35],"two":[37],"levels":[38],"developed":[41,104],"based":[42],"on":[43,105],"compute":[44],"unified":[45],"device":[46],"architecture":[47],"(CUDA).":[48],"In":[49],"G-PCIPSO,":[50],"the":[51,61,78,91,113,117,148],"antibodies":[52],"(Abs)":[53],"higher":[55],"level":[56,63],"memory":[57],"are":[58],"selected":[59],"from":[60],"lower":[62],"swarms":[64,76],"improved":[66],"clonal-selection":[69],"operator.":[70],"The":[71],"search":[72,114],"information":[73],"exchanges":[74],"between":[75],"using":[77,107],"memory-based":[79],"sharing":[80],"mechanism.":[81],"Moreover,":[82],"an":[83],"vaccine-enhanced":[85],"operator":[86],"to":[89,94,122],"lead":[90],"Pbests":[92],"particles":[93],"unexplored":[95],"areas.":[96],"Optimized":[97],"implementations":[99],"G-PCIPSO":[101],"algorithm":[102,119],"GPU":[106],"CUDA,":[108],"which":[109],"significantly":[110],"speeds":[111],"up":[112],"process.":[115],"Finally,":[116],"applied":[121],"multiple":[123],"parameters":[124],"PMSM.":[130],"can":[132],"track":[133],"parameter":[134],"variation":[135],"achieve":[137],"online":[140],"effectively.":[141],"Compared":[142],"with":[143],"a":[144],"CPU-based":[145],"serial":[146],"execution,":[147],"computational":[149],"efficiency":[150],"greatly":[152],"enhanced":[153],"GPU-accelerated":[155],"computing":[157],"technique.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
