{"id":"https://openalex.org/W4205349656","doi":"https://doi.org/10.1088/1361-6501/ac4b8f","title":"Non-invasive intelligent monitoring system for fault detection in induction motor based on lead-free-piezoelectric sensor using ANN","display_name":"Non-invasive intelligent monitoring system for fault detection in induction motor based on lead-free-piezoelectric sensor using ANN","publication_year":2022,"publication_date":"2022-01-14","ids":{"openalex":"https://openalex.org/W4205349656","doi":"https://doi.org/10.1088/1361-6501/ac4b8f"},"language":"en","primary_location":{"id":"doi:10.1088/1361-6501/ac4b8f","doi":"https://doi.org/10.1088/1361-6501/ac4b8f","is_oa":false,"landing_page_url":"https://doi.org/10.1088/1361-6501/ac4b8f","pdf_url":null,"source":{"id":"https://openalex.org/S109302362","display_name":"Measurement Science and Technology","issn_l":"0957-0233","issn":["0957-0233","1361-6501"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-2","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Measurement Science and Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5075170962","display_name":"Massine GANA","orcid":"https://orcid.org/0000-0003-4487-2882","observed_orcids":["https://orcid.org/0000-0003-4487-2882"]},"institutions":[{"id":"https://openalex.org/I4210159538","display_name":"Mouloud Mammeri University of Tizi-Ouzou","ror":"https://ror.org/050ktqq97","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210159538"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Massine Gana","raw_affiliation_strings":["Department of Electronics, Mouloud Mammeri University, Tizi-Ouzou, Algeria","LAMPA Laboratory, Mouloud Mammeri University, Tizi-Ouzou, Algeria"],"raw_orcid":"https://orcid.org/0000-0003-4487-2882","affiliations":[{"raw_affiliation_string":"Department of Electronics, Mouloud Mammeri University, Tizi-Ouzou, Algeria","institution_ids":["https://openalex.org/I4210159538"]},{"raw_affiliation_string":"LAMPA Laboratory, Mouloud Mammeri University, Tizi-Ouzou, Algeria","institution_ids":["https://openalex.org/I4210159538"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049957773","display_name":"Hakim Achour","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210159538","display_name":"Mouloud Mammeri University of Tizi-Ouzou","ror":"https://ror.org/050ktqq97","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210159538"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Hakim Achour","raw_affiliation_strings":["Department of Electronics, Mouloud Mammeri University, Tizi-Ouzou, Algeria","LCAGC Laboratory, Mouloud Mammeri University, Tizi-Ouzou, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, Mouloud Mammeri University, Tizi-Ouzou, Algeria","institution_ids":["https://openalex.org/I4210159538"]},{"raw_affiliation_string":"LCAGC Laboratory, Mouloud Mammeri University, Tizi-Ouzou, Algeria","institution_ids":["https://openalex.org/I4210159538"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081321823","display_name":"Kamel Belaid","orcid":"https://orcid.org/0000-0002-2822-268X","observed_orcids":["https://orcid.org/0000-0002-2822-268X"]},"institutions":[{"id":"https://openalex.org/I4210159538","display_name":"Mouloud Mammeri University of Tizi-Ouzou","ror":"https://ror.org/050ktqq97","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210159538"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Kamel Belaid","raw_affiliation_strings":["Department of Mechanics, Mouloud Mammeri University, Tizi-Ouzou, Algeria"],"raw_orcid":"https://orcid.org/0000-0002-2822-268X","affiliations":[{"raw_affiliation_string":"Department of Mechanics, Mouloud Mammeri University, Tizi-Ouzou, Algeria","institution_ids":["https://openalex.org/I4210159538"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011682951","display_name":"Zakia Chelli","orcid":"https://orcid.org/0000-0001-9704-3979","observed_orcids":["https://orcid.org/0000-0001-9704-3979"]},"institutions":[{"id":"https://openalex.org/I4210159538","display_name":"Mouloud Mammeri University of Tizi-Ouzou","ror":"https://ror.org/050ktqq97","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210159538"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Zakia Chelli","raw_affiliation_strings":["Department of Electronics, Mouloud Mammeri University, Tizi-Ouzou, Algeria","LCAGC Laboratory, Mouloud Mammeri University, Tizi-Ouzou, Algeria"],"raw_orcid":"https://orcid.org/0000-0001-9704-3979","affiliations":[{"raw_affiliation_string":"Department of Electronics, Mouloud Mammeri University, Tizi-Ouzou, Algeria","institution_ids":["https://openalex.org/I4210159538"]},{"raw_affiliation_string":"LCAGC Laboratory, Mouloud Mammeri University, Tizi-Ouzou, Algeria","institution_ids":["https://openalex.org/I4210159538"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034506352","display_name":"Mourad Laghrouche","orcid":"https://orcid.org/0000-0002-4515-7488","observed_orcids":["https://orcid.org/0000-0002-4515-7488"]},"institutions":[{"id":"https://openalex.org/I4210159538","display_name":"Mouloud Mammeri University of Tizi-Ouzou","ror":"https://ror.org/050ktqq97","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210159538"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Mourad Laghrouche","raw_affiliation_strings":["LAMPA Laboratory, Mouloud Mammeri University, Tizi-Ouzou, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LAMPA Laboratory, Mouloud Mammeri University, Tizi-Ouzou, Algeria","institution_ids":["https://openalex.org/I4210159538"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112412160","display_name":"Ahc\u00e8ne Chaouchi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210159538","display_name":"Mouloud Mammeri University of Tizi-Ouzou","ror":"https://ror.org/050ktqq97","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210159538"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Ahc\u00e8ne Chaouchi","raw_affiliation_strings":["LCAGC Laboratory, Mouloud Mammeri University, Tizi-Ouzou, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LCAGC Laboratory, Mouloud Mammeri University, Tizi-Ouzou, Algeria","institution_ids":["https://openalex.org/I4210159538"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5011682951","https://openalex.org/A5034506352","https://openalex.org/A5049957773","https://openalex.org/A5075170962","https://openalex.org/A5081321823","https://openalex.org/A5112412160"],"corresponding_institution_ids":["https://openalex.org/I4210159538"],"apc_list":{"value":2930,"currency":"USD","value_usd":2930},"apc_paid":null,"fwci":1.8865,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.84228084,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"33","issue":"6","first_page":"065105","last_page":"065105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9984999895095825,"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":0.9984999895095825,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.00039999998989515007,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/induction-motor-fault-detection","display_name":"induction motor fault detection","score":0.9760000109672546},{"id":"https://openalex.org/keywords/vibration-analysis","display_name":"vibration analysis","score":0.9520000219345093},{"id":"https://openalex.org/keywords/non-contact-temperature-measurement","display_name":"non-contact temperature measurement","score":0.9150000214576721},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.7300000190734863},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.8970000147819519},{"id":"https://openalex.org/keywords/vibration-noise-reduction","display_name":"vibration noise reduction","score":0.6959999799728394},{"id":"https://openalex.org/keywords/esp32","display_name":"ESP32 microcontroller","score":0.6949999928474426},{"id":"https://openalex.org/keywords/remote-condition-monitoring","display_name":"remote condition monitoring","score":0.6679999828338623},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"predictive maintenance","score":0.43799999356269836}],"concepts":[{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.6328157186508179},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5796732306480408},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5178035497665405},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.4824717342853546},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4799523651599884},{"id":"https://openalex.org/C80962145","wikidata":"https://www.wikidata.org/wiki/Q207450","display_name":"Induction motor","level":3,"score":0.4782351851463318},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4596428871154785},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.41345542669296265},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.4116986095905304},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36301660537719727},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3599347472190857},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.33344322443008423},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2918039858341217},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24055203795433044},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.22059091925621033},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.19933965802192688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18583273887634277},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.14728811383247375},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1361-6501/ac4b8f","doi":"https://doi.org/10.1088/1361-6501/ac4b8f","is_oa":false,"landing_page_url":"https://doi.org/10.1088/1361-6501/ac4b8f","pdf_url":null,"source":{"id":"https://openalex.org/S109302362","display_name":"Measurement Science and Technology","issn_l":"0957-0233","issn":["0957-0233","1361-6501"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-2","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Measurement Science and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.7207000255584717}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1411796838","https://openalex.org/W1481506480","https://openalex.org/W1964971763","https://openalex.org/W1992707230","https://openalex.org/W1997384358","https://openalex.org/W2002016471","https://openalex.org/W2021894918","https://openalex.org/W2075225445","https://openalex.org/W2077165433","https://openalex.org/W2111962489","https://openalex.org/W2130610609","https://openalex.org/W2133522229","https://openalex.org/W2150269267","https://openalex.org/W2163173609","https://openalex.org/W2203168896","https://openalex.org/W2219903032","https://openalex.org/W2249006307","https://openalex.org/W2292244377","https://openalex.org/W2299244345","https://openalex.org/W2303149893","https://openalex.org/W2328000847","https://openalex.org/W2332204008","https://openalex.org/W2461729787","https://openalex.org/W2469522087","https://openalex.org/W2488793338","https://openalex.org/W2507361431","https://openalex.org/W2520662243","https://openalex.org/W2568179861","https://openalex.org/W2581694977","https://openalex.org/W2592236939","https://openalex.org/W2593932055","https://openalex.org/W2607589274","https://openalex.org/W2610676070","https://openalex.org/W2624112932","https://openalex.org/W2678449648","https://openalex.org/W2767500399","https://openalex.org/W2791694051","https://openalex.org/W2792191775","https://openalex.org/W2889127966","https://openalex.org/W2890142594","https://openalex.org/W2898488758","https://openalex.org/W2909409522","https://openalex.org/W2915356784","https://openalex.org/W2938828471","https://openalex.org/W2944001440","https://openalex.org/W2945573096","https://openalex.org/W2946023792","https://openalex.org/W2982487117","https://openalex.org/W2990920633","https://openalex.org/W2991703435","https://openalex.org/W2997115512","https://openalex.org/W3011359278","https://openalex.org/W3016277968","https://openalex.org/W3030465482","https://openalex.org/W3035858564","https://openalex.org/W3042882731","https://openalex.org/W3082876509","https://openalex.org/W3094627196","https://openalex.org/W3095591362","https://openalex.org/W3138696089","https://openalex.org/W4237728349","https://openalex.org/W6745388627","https://openalex.org/W6753966705","https://openalex.org/W6770790475"],"related_works":["https://openalex.org/W7154488748","https://openalex.org/W3021295263","https://openalex.org/W7172474954","https://openalex.org/W2993800258","https://openalex.org/W1695999039","https://openalex.org/W2104057454","https://openalex.org/W4415437487","https://openalex.org/W7204639233","https://openalex.org/W2803616524","https://openalex.org/W2535618689"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"paper":[2],"presents":[3],"a":[4,7,74,103,126],"design":[5],"of":[6,15,85,118],"low-cost":[8],"integrated":[9],"system":[10],"for":[11,54,63],"the":[12,86,100,110,114],"preventive":[13],"detection":[14],"unbalance":[16],"faults":[17],"in":[18,32,49],"an":[19,38,81,92],"induction":[20],"motor.":[21],"In":[22],"this":[23],"regard,":[24],"two":[25],"non-invasive":[26],"measurements":[27],"were":[28],"collected":[29],"then":[30],"monitored":[31],"real":[33],"time":[34],"and":[35,123,129,137],"transmitted":[36,70],"via":[37,71],"ESP32":[39],"board.":[40],"A":[41],"new,":[42],"flexible,":[43],"lead-free":[44],"piezoelectric":[45],"sensor,":[46],"developed":[47],"previously":[48],"our":[50],"laboratory,":[51],"was":[52,61],"used":[53,62],"vibration":[55],"analysis":[56,122],"(VA).":[57],"An":[58],"infrared":[59],"thermopile":[60],"non-contact":[64],"temperature":[65],"measurement.":[66],"The":[67,83,116],"data":[68,136],"is":[69,89,106],"Wi-Fi":[72],"to":[73,79,108,135],"monitoring":[75],"station":[76],"that":[77],"intervenes":[78],"detect":[80],"anomaly.":[82],"diagnosis":[84,128],"motor":[87],"condition":[88],"realized":[90],"using":[91],"artificial":[93],"neural":[94],"network":[95],"(ANN)":[96],"algorithm":[97],"implemented":[98],"on":[99],"microcontroller.":[101],"Additionally,":[102],"Kalman":[104],"filter":[105],"employed":[107],"predict":[109],"vibrations":[111],"while":[112],"eliminating":[113],"noise.":[115],"combination":[117],"VA,":[119],"thermal":[120],"signature":[121],"ANN":[124],"provides":[125,130],"better":[127],"efficiency,":[131],"accuracy,":[132],"easy":[133],"access":[134],"remote":[138],"control,":[139],"which":[140],"significantly":[141],"reduces":[142],"human":[143],"intervention.":[144]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-01-26T00:00:00"}
