{"id":"https://openalex.org/W2998706668","doi":"https://doi.org/10.1177/0142331219892142","title":"A novel metaheuristic model-based approach for accurate online broken bar fault diagnosis in induction motor using unscented Kalman filter and ant lion optimizer","display_name":"A novel metaheuristic model-based approach for accurate online broken bar fault diagnosis in induction motor using unscented Kalman filter and ant lion optimizer","publication_year":2019,"publication_date":"2019-12-30","ids":{"openalex":"https://openalex.org/W2998706668","doi":"https://doi.org/10.1177/0142331219892142","mag":"2998706668"},"language":"en","primary_location":{"id":"doi:10.1177/0142331219892142","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0142331219892142","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","raw_type":"journal-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/A5016652706","display_name":"Marouane Rayyam","orcid":"https://orcid.org/0000-0002-7071-8953"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]},{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Marouane Rayyam","raw_affiliation_strings":["Department of Electrical Engineering, Ecole Normale Sup\u00e9rieure de l\u2019Enseignement Technique (ENSET), Mohammed V University in Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Ecole Normale Sup\u00e9rieure de l\u2019Enseignement Technique (ENSET), Mohammed V University in Rabat, Morocco","institution_ids":["https://openalex.org/I4210121980","https://openalex.org/I126477371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091883822","display_name":"Malika Zazi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]},{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Malika Zazi","raw_affiliation_strings":["Department of Electrical Engineering, Ecole Normale Sup\u00e9rieure de l\u2019Enseignement Technique (ENSET), Mohammed V University in Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Ecole Normale Sup\u00e9rieure de l\u2019Enseignement Technique (ENSET), Mohammed V University in Rabat, Morocco","institution_ids":["https://openalex.org/I4210121980","https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016652706"],"corresponding_institution_ids":["https://openalex.org/I126477371","https://openalex.org/I4210121980"],"apc_list":null,"apc_paid":null,"fwci":1.6632,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.84887269,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"42","issue":"8","first_page":"1537","last_page":"1546"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9789999723434448,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/kalman-filter","display_name":"Kalman filter","score":0.7384829521179199},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.7359756827354431},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.6921656727790833},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6225090622901917},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5130468606948853},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4890373647212982},{"id":"https://openalex.org/keywords/rotor","display_name":"Rotor (electric)","score":0.4486803412437439},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.43932846188545227},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.41051048040390015},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40687623620033264},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36193740367889404},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1912030279636383}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.7384829521179199},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7359756827354431},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.6921656727790833},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6225090622901917},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5130468606948853},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4890373647212982},{"id":"https://openalex.org/C17281054","wikidata":"https://www.wikidata.org/wiki/Q193466","display_name":"Rotor (electric)","level":2,"score":0.4486803412437439},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.43932846188545227},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.41051048040390015},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40687623620033264},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36193740367889404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1912030279636383},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/0142331219892142","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0142331219892142","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W334120727","https://openalex.org/W1597576211","https://openalex.org/W2001979953","https://openalex.org/W2020934227","https://openalex.org/W2044533293","https://openalex.org/W2051921432","https://openalex.org/W2057608512","https://openalex.org/W2062949162","https://openalex.org/W2064861692","https://openalex.org/W2072955302","https://openalex.org/W2081436881","https://openalex.org/W2082046295","https://openalex.org/W2099250634","https://openalex.org/W2101231451","https://openalex.org/W2137043637","https://openalex.org/W2346383857","https://openalex.org/W2477854677","https://openalex.org/W2488793338","https://openalex.org/W2547630594","https://openalex.org/W2589923464","https://openalex.org/W2768487062","https://openalex.org/W2793661329","https://openalex.org/W2796787857","https://openalex.org/W4206422821","https://openalex.org/W4250503569"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2089114113","https://openalex.org/W2389555968","https://openalex.org/W2352634297","https://openalex.org/W2320550378","https://openalex.org/W2103062922","https://openalex.org/W2162299404","https://openalex.org/W1573859018","https://openalex.org/W2118844790","https://openalex.org/W2350459724"],"abstract_inverted_index":{"This":[0,17],"paper":[1],"introduces":[2],"a":[3,80,99,143],"novel":[4],"metaheuristic":[5],"model-based":[6],"scheme":[7,134],"for":[8,107],"fault":[9,48,77,85,118],"monitoring":[10],"in":[11,135,153],"squirrel":[12],"cage":[13],"induction":[14],"motors":[15],"(SCIMs).":[16],"method":[18],"relies":[19],"on":[20,92],"the":[21,24,30,39,46,50,58,67,84,126,131,148],"combination":[22],"of":[23,41,83,110,130,155],"ant":[25],"lion":[26],"optimizer":[27],"(ALO)":[28],"and":[29,37,56,63,70,75,113,128,139,141,150,158],"unscented":[31],"Kalman":[32],"filter":[33],"(UKF)":[34],"to":[35,45],"detect":[36],"quantify":[38],"number":[40],"broken":[42,116,136],"bars.":[43],"Contrary":[44],"UKF-based":[47],"diagnosis,":[49],"improved":[51],"ALO-UKF":[52,102,133],"algorithm":[53,103],"tunes":[54],"optimally":[55],"automatically":[57],"noise":[59],"covariance":[60],"matrices":[61],"Q":[62],"R,":[64],"which":[65],"reduces":[66],"estimation":[68,109],"errors,":[69],"then":[71],"obtains":[72],"an":[73],"effective":[74],"accurate":[76],"diagnosis.":[78],"Firstly,":[79],"mathematical":[81],"model":[82],"under":[86],"study":[87],"has":[88,104],"been":[89,105,121],"developed":[90],"based":[91],"rotor":[93,111],"parameter":[94],"value":[95],"as":[96],"signature.":[97],"Secondly,":[98],"sixth":[100],"order":[101],"synthesized":[106],"simultaneous":[108],"resistance":[112],"speed.":[114],"Several":[115],"bar":[117,137],"conditions":[119],"have":[120],"simulated.":[122],"Simulation":[123],"results":[124],"show":[125],"effectiveness":[127],"robustness":[129],"proposed":[132],"detection":[138],"identification,":[140],"exhibit":[142],"more":[144],"superior":[145],"performance":[146],"than":[147],"simple-UKF":[149],"EKF":[151],"algorithms":[152],"term":[154],"stability,":[156],"accuracy":[157],"response":[159],"time.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}