{"id":"https://openalex.org/W7152737403","doi":"https://doi.org/10.1109/icecet63943.2025.11472571","title":"Enhancing Predictive Maintenance through IoT Data Analytics: A Comprehensive Review","display_name":"Enhancing Predictive Maintenance through IoT Data Analytics: A Comprehensive Review","publication_year":2025,"publication_date":"2025-07-03","ids":{"openalex":"https://openalex.org/W7152737403","doi":"https://doi.org/10.1109/icecet63943.2025.11472571"},"language":null,"primary_location":{"id":"doi:10.1109/icecet63943.2025.11472571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472571","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","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/A5133275888","display_name":"Benayache Hadjer","orcid":null},"institutions":[{"id":"https://openalex.org/I3133097027","display_name":"Higher National Veterinary School","ror":"https://ror.org/02jk75847","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3133097027"]},{"id":"https://openalex.org/I4210091172","display_name":"National Higher School of Statistics and Applied Economy","ror":"https://ror.org/00cepgz04","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210091172"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Benayache Hadjer","raw_affiliation_strings":["National Higher School of Advanced Technologies (ENSTA),Department of Industrial Engineering and Maintenance,Algiers,Algeria"],"affiliations":[{"raw_affiliation_string":"National Higher School of Advanced Technologies (ENSTA),Department of Industrial Engineering and Maintenance,Algiers,Algeria","institution_ids":["https://openalex.org/I3133097027","https://openalex.org/I4210091172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133274880","display_name":"Chabane Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I3121272148","display_name":"University of Boumerdes","ror":"https://ror.org/02dveg925","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3121272148"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Chabane Ali","raw_affiliation_strings":["M&#x2019;Hamed Bougara University (UMBB),Solid Mechanics and Systems Laboratory (LMSS),Boumerdes,Algeria"],"affiliations":[{"raw_affiliation_string":"M&#x2019;Hamed Bougara University (UMBB),Solid Mechanics and Systems Laboratory (LMSS),Boumerdes,Algeria","institution_ids":["https://openalex.org/I3121272148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092524642","display_name":"Boudhar Hamza","orcid":null},"institutions":[{"id":"https://openalex.org/I3133097027","display_name":"Higher National Veterinary School","ror":"https://ror.org/02jk75847","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3133097027"]},{"id":"https://openalex.org/I4210091172","display_name":"National Higher School of Statistics and Applied Economy","ror":"https://ror.org/00cepgz04","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210091172"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Boudhar Hamza","raw_affiliation_strings":["National Higher School of Advanced Technologies (ENSTA),Laboratory of Industrial Engineering and Cyber-Physical Systems (IECPS),Algiers,Algeria"],"affiliations":[{"raw_affiliation_string":"National Higher School of Advanced Technologies (ENSTA),Laboratory of Industrial Engineering and Cyber-Physical Systems (IECPS),Algiers,Algeria","institution_ids":["https://openalex.org/I3133097027","https://openalex.org/I4210091172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133283281","display_name":"Benfriha Khaled","orcid":null},"institutions":[{"id":"https://openalex.org/I190752583","display_name":"ParisTech","ror":"https://ror.org/05c2qg481","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benfriha Khaled","raw_affiliation_strings":["Arts et Mtiers-Institute of Technology (AMIT),Laboratory of CPI,Paris,France,75013"],"affiliations":[{"raw_affiliation_string":"Arts et Mtiers-Institute of Technology (AMIT),Laboratory of CPI,Paris,France,75013","institution_ids":["https://openalex.org/I190752583"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5133275888"],"corresponding_institution_ids":["https://openalex.org/I3133097027","https://openalex.org/I4210091172"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.73210771,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.0843999981880188,"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":0.0843999981880188,"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/T13038","display_name":"Internet of Things and AI","score":0.061799999326467514,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.033900000154972076,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.31380000710487366},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3109999895095825},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.304500013589859},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.2632000148296356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5468999743461609},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.31380000710487366},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3109999895095825},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.304500013589859},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2856999933719635},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.28459998965263367},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.2632000148296356},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.25859999656677246},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.25529998540878296}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecet63943.2025.11472571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472571","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1845903142","https://openalex.org/W2148922589","https://openalex.org/W2743184384","https://openalex.org/W2788276261","https://openalex.org/W2900470244","https://openalex.org/W2901039717","https://openalex.org/W2946622927","https://openalex.org/W2971396385","https://openalex.org/W2972137370","https://openalex.org/W3012094546","https://openalex.org/W3045935064","https://openalex.org/W3082233933","https://openalex.org/W3092012490","https://openalex.org/W3092363736","https://openalex.org/W3092700466","https://openalex.org/W3112355972","https://openalex.org/W3131785880","https://openalex.org/W3135637235","https://openalex.org/W3158275978","https://openalex.org/W3168992578","https://openalex.org/W3173920481","https://openalex.org/W3214190848","https://openalex.org/W4289635995","https://openalex.org/W4367056173","https://openalex.org/W4382402849","https://openalex.org/W4385302996","https://openalex.org/W4388078767","https://openalex.org/W4390097507","https://openalex.org/W4400525504","https://openalex.org/W4402659655"],"related_works":[],"abstract_inverted_index":{"In":[0],"the":[1,6,40,59,73,98,101,115],"era":[2],"of":[3,8,14,42,53,61,104,117],"Industry":[4],"4.0,":[5],"optimization":[7],"predictive":[9,55,75,146],"maintenance":[10,32,56,76,147],"(PdM)":[11],"through":[12],"Internet":[13],"Things":[15],"(IoT)":[16],"technologies":[17],"has":[18],"become":[19],"pivotal":[20],"for":[21,91,140],"enhancing":[22],"operational":[23],"efficiency,":[24],"reducing":[25,108],"downtime,":[26],"and":[27,68,80,87,95,113,133,137],"extending":[28],"equipment":[29],"lifespan.":[30],"Traditional":[31],"strategies":[33,148],"are":[34],"no":[35],"longer":[36],"sufficient":[37],"to":[38],"meet":[39],"demands":[41],"increasingly":[43],"data-driven":[44],"industrial":[45,120],"environments.":[46],"This":[47],"paper":[48,99],"presents":[49],"a":[50],"comprehensive":[51],"review":[52],"IoT-enabled":[54],"systems,":[57],"highlighting":[58],"integration":[60,131],"advanced":[62],"data":[63,93,134],"analytics,":[64],"machine":[65],"learning":[66],"techniques,":[67],"real-time":[69],"monitoring.":[70],"It":[71],"examines":[72],"main":[74],"approaches\u2014knowledge-based,":[77],"physics-based,":[78],"data-driven,":[79],"hybrid":[81],"models\u2014and":[82],"discusses":[83],"key":[84],"IoT":[85],"architectures":[86],"communication":[88],"protocols":[89],"essential":[90],"efficient":[92],"collection":[94],"decision-making.":[96],"Furthermore,":[97],"addresses":[100],"significant":[102],"benefits":[103],"IoT-based":[105],"PdM":[106],"in":[107,149],"costs,":[109,132],"improving":[110],"system":[111],"reliability,":[112],"fostering":[114],"development":[116],"smart,":[118],"sustainable":[119],"operations.":[121],"Finally,":[122],"it":[123],"identifies":[124],"current":[125],"challenges":[126],"such":[127],"as":[128],"cybersecurity":[129],"risks,":[130],"management":[135],"complexities,":[136],"outlines":[138],"opportunities":[139],"future":[141],"research":[142],"aimed":[143],"at":[144],"advancing":[145],"smart":[150],"manufacturing":[151],"ecosystems.":[152]},"counts_by_year":[],"updated_date":"2026-04-11T06:13:24.991567","created_date":"2026-04-10T00:00:00"}
