{"id":"https://openalex.org/W4402474870","doi":"https://doi.org/10.1109/ccece59415.2024.10667108","title":"Surrogate-Assisted Multi-Objective Design Optimization of a Lorentz Force Actuator","display_name":"Surrogate-Assisted Multi-Objective Design Optimization of a Lorentz Force Actuator","publication_year":2024,"publication_date":"2024-08-06","ids":{"openalex":"https://openalex.org/W4402474870","doi":"https://doi.org/10.1109/ccece59415.2024.10667108"},"language":"en","primary_location":{"id":"doi:10.1109/ccece59415.2024.10667108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece59415.2024.10667108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101544658","display_name":"Ali Mohammad Nazari","orcid":"https://orcid.org/0000-0002-3231-0340"},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Ali Nazari","raw_affiliation_strings":["University of Manitoba,Department of Electrical and Computer Engineering,Winnipeg,Canada,R3T 5V6"],"affiliations":[{"raw_affiliation_string":"University of Manitoba,Department of Electrical and Computer Engineering,Winnipeg,Canada,R3T 5V6","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108984129","display_name":"Armin Aghajani","orcid":null},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Armin Aghajani","raw_affiliation_strings":["University of Manitoba,Department of Electrical and Computer Engineering,Winnipeg,Canada,R3T 5V6"],"affiliations":[{"raw_affiliation_string":"University of Manitoba,Department of Electrical and Computer Engineering,Winnipeg,Canada,R3T 5V6","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111324357","display_name":"Phiona Buhr","orcid":null},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Phiona Buhr","raw_affiliation_strings":["University of Manitoba,Department of Electrical and Computer Engineering,Winnipeg,Canada,R3T 5V6"],"affiliations":[{"raw_affiliation_string":"University of Manitoba,Department of Electrical and Computer Engineering,Winnipeg,Canada,R3T 5V6","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013276421","display_name":"Byoungyoul Park","orcid":"https://orcid.org/0000-0003-4493-8343"},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]},{"id":"https://openalex.org/I40752897","display_name":"National Institute for Nanotechnology","ror":"https://ror.org/05c0g2426","country_code":"CA","type":"facility","lineage":["https://openalex.org/I40752897","https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Byoungyoul Park","raw_affiliation_strings":["National Research Council Canada,Quantum Nanotechnology Research Centre,Edmonton,Canada,T6G 2M9"],"affiliations":[{"raw_affiliation_string":"National Research Council Canada,Quantum Nanotechnology Research Centre,Edmonton,Canada,T6G 2M9","institution_ids":["https://openalex.org/I40752897","https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109280507","display_name":"\u041c. \u0421. \u0411\u0435\u043b\u043e\u0432","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]},{"id":"https://openalex.org/I40752897","display_name":"National Institute for Nanotechnology","ror":"https://ror.org/05c0g2426","country_code":"CA","type":"facility","lineage":["https://openalex.org/I40752897","https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Miroslav Belov","raw_affiliation_strings":["National Research Council Canada,Quantum Nanotechnology Research Centre,Edmonton,Canada,T6G 2M9"],"affiliations":[{"raw_affiliation_string":"National Research Council Canada,Quantum Nanotechnology Research Centre,Edmonton,Canada,T6G 2M9","institution_ids":["https://openalex.org/I40752897","https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101549955","display_name":"Yunli Wang","orcid":"https://orcid.org/0000-0002-2320-954X"},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yunli Wang","raw_affiliation_strings":["National Research Council Canada,Digital Technologies Research Centre,Ottawa,Canada,K1A 0R6"],"affiliations":[{"raw_affiliation_string":"National Research Council Canada,Digital Technologies Research Centre,Ottawa,Canada,K1A 0R6","institution_ids":["https://openalex.org/I4210159778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083452324","display_name":"Cyrus Shafai","orcid":"https://orcid.org/0000-0003-4499-9250"},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Cyrus Shafai","raw_affiliation_strings":["University of Manitoba,Department of Electrical and Computer Engineering,Winnipeg,Canada,R3T 5V6"],"affiliations":[{"raw_affiliation_string":"University of Manitoba,Department of Electrical and Computer Engineering,Winnipeg,Canada,R3T 5V6","institution_ids":["https://openalex.org/I46247651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101544658"],"corresponding_institution_ids":["https://openalex.org/I46247651"],"apc_list":null,"apc_paid":null,"fwci":0.7543,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.74531811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"648","last_page":"653"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.7019054889678955},{"id":"https://openalex.org/keywords/lorentz-force","display_name":"Lorentz force","score":0.7012017965316772},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.6823854446411133},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5114887952804565},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4590133726596832},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.412273645401001},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3743559420108795},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.26649338006973267},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21445530652999878},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17597022652626038},{"id":"https://openalex.org/keywords/magnetic-field","display_name":"Magnetic field","score":0.12038475275039673},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.07392090559005737}],"concepts":[{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.7019054889678955},{"id":"https://openalex.org/C140190676","wikidata":"https://www.wikidata.org/wiki/Q172137","display_name":"Lorentz force","level":3,"score":0.7012017965316772},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.6823854446411133},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5114887952804565},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4590133726596832},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.412273645401001},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3743559420108795},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.26649338006973267},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21445530652999878},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17597022652626038},{"id":"https://openalex.org/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.12038475275039673},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.07392090559005737},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ccece59415.2024.10667108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece59415.2024.10667108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"},{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:58c66dcb-321f-4ba5-a2f0-a2917dc056e8","is_oa":false,"landing_page_url":"https://nrc-publications.canada.ca/eng/view/object/?id=58c66dcb-321f-4ba5-a2f0-a2917dc056e8","pdf_url":null,"source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.6000000238418579}],"awards":[],"funders":[{"id":"https://openalex.org/F4320314062","display_name":"National Research Council","ror":"https://ror.org/02eq2w707"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1525314029","https://openalex.org/W1974892226","https://openalex.org/W2056325290","https://openalex.org/W2101234009","https://openalex.org/W2126105956","https://openalex.org/W2478899349","https://openalex.org/W2772083665","https://openalex.org/W2772115996","https://openalex.org/W2804446681","https://openalex.org/W2884354385","https://openalex.org/W2896384552","https://openalex.org/W3021613070","https://openalex.org/W3023662034","https://openalex.org/W3107139496","https://openalex.org/W3125484442","https://openalex.org/W3181266127","https://openalex.org/W3208183150","https://openalex.org/W4306767656","https://openalex.org/W4309852663","https://openalex.org/W4365509512","https://openalex.org/W4381053565"],"related_works":["https://openalex.org/W4318426920","https://openalex.org/W2055791821","https://openalex.org/W2153873031","https://openalex.org/W570431388","https://openalex.org/W2637862190","https://openalex.org/W2611723089","https://openalex.org/W2337862504","https://openalex.org/W3082547637","https://openalex.org/W1994436307","https://openalex.org/W2164920121"],"abstract_inverted_index":{"Micro-electromechanical":[0],"systems":[1],"(MEMS)":[2],"sensors":[3],"and":[4,48,53,78,173,183],"actuators":[5],"are":[6,117,157],"widely":[7],"used":[8],"in":[9],"a":[10,28,79,104],"variety":[11],"of":[12,35,45,85,122,125,146,149,170,179],"applications,":[13],"from":[14],"medical":[15],"imaging":[16],"to":[17,38,66,132,153],"space":[18],"telecommunications,":[19],"making":[20],"their":[21,174],"optimal":[22,134],"design":[23,46,76,101,162],"crucial.":[24],"Designing":[25],"MEMS":[26,91,105],"is":[27],"time-consuming":[29],"process":[30,59],"that":[31,136],"requires":[32],"numerous":[33],"iterations":[34],"resource-intensive":[36],"simulations":[37,150,172],"evaluate":[39],"potential":[40],"designs.":[41],"As":[42],"the":[43,51,83,147,168,177,180,184],"number":[44,148,169],"variables":[47],"objectives":[49],"grows,":[50],"complexity":[52],"required":[54,151],"computational":[55],"time":[56],"for":[57,90,103,119],"this":[58,68,96],"also":[60],"increase":[61],"significantly.":[62],"Consequently,":[63],"most":[64],"efforts":[65],"tackle":[67],"challenge":[69],"have":[70],"focused":[71],"on":[72],"scenarios":[73],"with":[74],"limited":[75],"parameters":[77],"single":[80],"objective,":[81],"leaving":[82],"area":[84],"efficient":[86],"multi-objective":[87,112],"optimization":[88,102,113,185],"(MOO)":[89],"devices":[92],"relatively":[93],"unexplored.":[94],"In":[95],"study,":[97],"we":[98,165],"employ":[99],"surrogate-assisted":[100],"Lorentz":[106],"force":[107],"actuator.":[108],"During":[109],"an":[110],"iterative":[111],"process,":[114],"surrogate":[115,155,181],"models":[116,156,182],"utilized":[118],"performance":[120],"evaluation":[121],"designs":[123,135],"instead":[124],"numerical":[126],"simulations.":[127],"This":[128],"approach":[129],"enables":[130],"us":[131],"achieve":[133],"satisfy":[137],"all":[138],"objective":[139],"constraints":[140],"using":[141],"as":[142,144],"low":[143],"2%":[145],"compared":[152],"case":[154],"not":[158],"used,":[159],"greatly":[160],"facilitating":[161],"optimization.":[163],"Additionally,":[164],"investigate":[166],"how":[167],"training":[171],"preprocessing":[175],"impact":[176],"accuracy":[178],"results.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-02T08:37:19.008085","created_date":"2025-10-10T00:00:00"}
