{"id":"https://openalex.org/W4404323305","doi":"https://doi.org/10.1177/01423312241277246","title":"Advanced hybrid control for induction motor combining ANN-PID speed controller with neural predictive current regulator based on particle swarm optimization","display_name":"Advanced hybrid control for induction motor combining ANN-PID speed controller with neural predictive current regulator based on particle swarm optimization","publication_year":2024,"publication_date":"2024-11-13","ids":{"openalex":"https://openalex.org/W4404323305","doi":"https://doi.org/10.1177/01423312241277246"},"language":"en","primary_location":{"id":"doi:10.1177/01423312241277246","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312241277246","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/A5092472820","display_name":"Hassan Rafia","orcid":"https://orcid.org/0009-0006-2446-4506"},"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"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Hassan Rafia","raw_affiliation_strings":["ERERA, National School of Arts and Crafts, Mohammed V University, Morocco"],"raw_orcid":"https://orcid.org/0009-0006-2446-4506","affiliations":[{"raw_affiliation_string":"ERERA, National School of Arts and Crafts, Mohammed V University, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088706117","display_name":"Hamid Ouadi","orcid":"https://orcid.org/0000-0003-3204-8773"},"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"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hamid Ouadi","raw_affiliation_strings":["ERERA, National School of Arts and Crafts, Mohammed V University, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ERERA, National School of Arts and Crafts, Mohammed V University, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024621503","display_name":"F. Giri","orcid":"https://orcid.org/0000-0001-9583-6748"},"institutions":[{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fouad Giri","raw_affiliation_strings":["ESIX Normandie, University of Caen Normandie, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ESIX Normandie, University of Caen Normandie, France","institution_ids":["https://openalex.org/I4210105918"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032138906","display_name":"Brahim El Bhiri","orcid":"https://orcid.org/0000-0001-8119-3243"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brahim El Bhiri","raw_affiliation_strings":["SMARTiLab Emsi, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SMARTiLab Emsi, Morocco","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5092472820"],"corresponding_institution_ids":["https://openalex.org/I126477371"],"apc_list":null,"apc_paid":null,"fwci":1.6675,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84576609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"47","issue":"7","first_page":"1387","last_page":"1402"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10504","display_name":"Sensorless Control of Electric Motors","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10504","display_name":"Sensorless Control of Electric Motors","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9894000291824341,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9804999828338623,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pid-controller","display_name":"PID controller","score":0.7773353457450867},{"id":"https://openalex.org/keywords/regulator","display_name":"Regulator","score":0.7367889881134033},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7336702942848206},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6697161197662354},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.6339563727378845},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5770096778869629},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.509402334690094},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5066481232643127},{"id":"https://openalex.org/keywords/induction-motor","display_name":"Induction motor","score":0.5001342296600342},{"id":"https://openalex.org/keywords/current","display_name":"Current (fluid)","score":0.48677942156791687},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4398612976074219},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4054383933544159},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3394749164581299},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17190641164779663},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12848198413848877},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.10266882181167603},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.0964333713054657},{"id":"https://openalex.org/keywords/temperature-control","display_name":"Temperature control","score":0.09538844227790833}],"concepts":[{"id":"https://openalex.org/C47116090","wikidata":"https://www.wikidata.org/wiki/Q716829","display_name":"PID controller","level":3,"score":0.7773353457450867},{"id":"https://openalex.org/C6929976","wikidata":"https://www.wikidata.org/wiki/Q3771881","display_name":"Regulator","level":3,"score":0.7367889881134033},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7336702942848206},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6697161197662354},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.6339563727378845},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5770096778869629},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.509402334690094},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5066481232643127},{"id":"https://openalex.org/C80962145","wikidata":"https://www.wikidata.org/wiki/Q207450","display_name":"Induction motor","level":3,"score":0.5001342296600342},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.48677942156791687},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4398612976074219},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4054383933544159},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3394749164581299},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17190641164779663},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12848198413848877},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.10266882181167603},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0964333713054657},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.09538844227790833},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/01423312241277246","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312241277246","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":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1968093301","https://openalex.org/W2027470626","https://openalex.org/W2057897281","https://openalex.org/W2125085839","https://openalex.org/W2324984675","https://openalex.org/W2343653674","https://openalex.org/W2466450497","https://openalex.org/W2509970566","https://openalex.org/W2558339659","https://openalex.org/W2726605087","https://openalex.org/W2770635313","https://openalex.org/W3000455381","https://openalex.org/W3009108720","https://openalex.org/W3009586032","https://openalex.org/W3036241489","https://openalex.org/W3040022646","https://openalex.org/W3042537480","https://openalex.org/W3154282433","https://openalex.org/W3206103357","https://openalex.org/W3214313319","https://openalex.org/W4205463347","https://openalex.org/W4289768520","https://openalex.org/W4297231254","https://openalex.org/W4309289780","https://openalex.org/W4313654553","https://openalex.org/W4327709689","https://openalex.org/W4381686429","https://openalex.org/W4381954028","https://openalex.org/W4386043517","https://openalex.org/W4387405441","https://openalex.org/W4387730295","https://openalex.org/W4387914254"],"related_works":["https://openalex.org/W2002388147","https://openalex.org/W3098928304","https://openalex.org/W2354064740","https://openalex.org/W2394883510","https://openalex.org/W2150958483","https://openalex.org/W2165013373","https://openalex.org/W2147480136","https://openalex.org/W2153629532","https://openalex.org/W2393592727","https://openalex.org/W2368034024"],"abstract_inverted_index":{"This":[0,133],"paper":[1],"presents":[2],"a":[3,80,111,138,194,220],"hybrid":[4,169,189,231],"control":[5,87,101,170,185,190,239],"strategy":[6],"for":[7,31,114,161],"an":[8,21,45,55,107,216],"induction":[9],"motor":[10],"(IM)":[11],"organized":[12],"into":[13,38],"two":[14,39,122],"nested":[15],"loops.":[16],"In":[17,76],"the":[18,41,51,61,66,70,73,77,94,100,124,129,158,168,226,230],"outer":[19],"loop,":[20,79],"adaptive":[22,46],"artificial":[23],"neural":[24,91,95,112],"network-based":[25],"proportional-integral-derivative":[26],"(ANN-PID)":[27],"controller":[28,83,97,218,223,232],"is":[29,36,84,135,154,172,191],"used":[30,85],"speed":[32,48],"control.":[33],"The":[34,117,148,165,187],"ANN-PID":[35],"divided":[37],"stages:":[40],"first":[42],"stage":[43,53],"includes":[44,54,121],"ANN":[47,67,217],"estimator,":[49],"and":[50,63,69,128,199,211,219,237],"second":[52],"adaptation":[56],"algorithm":[57,153],"that":[58],"fine-tunes":[59],"both":[60],"weights":[62],"biases":[64],"of":[65,72,145,167,229],"estimator":[68],"parameters":[71],"PID":[74],"controller.":[75],"internal":[78],"predictive":[81,96],"current":[82,125],"to":[86,156,205],"IM":[88,115,146],"currents":[89],"using":[90,110,178],"networks.":[92],"Specifically,":[93],"(NPC)":[98],"approaches":[99],"problem":[102,109],"by":[103,143,174,193],"presenting":[104],"it":[105],"as":[106],"optimization":[108,151,163],"predictor":[113],"currents.":[116,147],"considered":[118],"objective":[119],"function":[120,134],"elements:":[123],"tracking":[126],"error":[127],"electromagnetic":[130],"torque":[131,197],"ripple.":[132],"computed":[136],"over":[137,183],"given":[139],"time":[140],"horizon":[141],"informed":[142],"predictions":[144],"particle":[149],"swarm":[150],"(PSO)":[152],"applied":[155],"determine":[157],"optimal":[159],"solution":[160],"this":[162],"task.":[164],"effectiveness":[166],"scheme":[171],"demonstrated":[173],"simulation":[175],"results":[176],"obtained":[177],"Matlab/Simulink,":[179],"highlighting":[180],"its":[181],"superiority":[182],"conventional":[184],"methods.":[186],"proposed":[188],"characterized":[192],"reduction":[195],"in":[196,207,233],"ripple":[198],"overshoot,":[200],"while":[201],"also":[202],"showing":[203],"robustness":[204],"variations":[206],"load,":[208],"rotor":[209,212],"resistance,":[210],"inductance.":[213],"Comparisons":[214],"with":[215],"fuzzy":[221],"PI":[222],"further":[224],"demonstrate":[225],"superior":[227],"performance":[228],"handling":[234],"nonlinear":[235],"dynamics":[236],"maintaining":[238],"accuracy":[240],"under":[241],"various":[242],"operating":[243],"scenarios.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6}],"updated_date":"2026-06-12T08:23:45.883708","created_date":"2025-10-10T00:00:00"}