{"id":"https://openalex.org/W4366146403","doi":"https://doi.org/10.1109/icm54990.2023.10101971","title":"Artificial Intelligence Enabled Digital Twin For Predictive Maintenance in Industrial Automation System: A Novel Framework and Case Study","display_name":"Artificial Intelligence Enabled Digital Twin For Predictive Maintenance in Industrial Automation System: A Novel Framework and Case Study","publication_year":2023,"publication_date":"2023-03-15","ids":{"openalex":"https://openalex.org/W4366146403","doi":"https://doi.org/10.1109/icm54990.2023.10101971"},"language":"en","primary_location":{"id":"doi:10.1109/icm54990.2023.10101971","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icm54990.2023.10101971","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Mechatronics (ICM)","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/A5101485499","display_name":"Mustafa Siddiqui","orcid":"https://orcid.org/0009-0003-0608-4065"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mustafa Siddiqui","raw_affiliation_strings":["Federation University Australia,Institute of Innovation, Science and Sustainability,Churchill,Australia,Vic. 3842"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federation University Australia,Institute of Innovation, Science and Sustainability,Churchill,Australia,Vic. 3842","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038632124","display_name":"Gayan Kahandawa","orcid":"https://orcid.org/0000-0003-4926-1239"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gayan Kahandawa","raw_affiliation_strings":["Federation University Australia,Institute of Innovation, Science and Sustainability,Churchill,Australia,Vic. 3842"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federation University Australia,Institute of Innovation, Science and Sustainability,Churchill,Australia,Vic. 3842","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026183683","display_name":"H. S. Hewawasam","orcid":"https://orcid.org/0000-0002-9181-7416"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"H.S Hewawasam","raw_affiliation_strings":["Federation University Australia,Institute of Innovation, Science and Sustainability,Churchill,Australia,Vic. 3842"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federation University Australia,Institute of Innovation, Science and Sustainability,Churchill,Australia,Vic. 3842","institution_ids":["https://openalex.org/I149672521"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149672521"],"apc_list":null,"apc_paid":null,"fwci":2.9998,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.91288163,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9930999875068665,"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"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9930999875068665,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9902999997138977,"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/T13690","display_name":"Quality and Safety in Healthcare","score":0.9663000106811523,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.8186931610107422},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.7578433752059937},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5579196214675903},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4752778112888336},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3508680462837219}],"concepts":[{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.8186931610107422},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.7578433752059937},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5579196214675903},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4752778112888336},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3508680462837219},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icm54990.2023.10101971","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icm54990.2023.10101971","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Mechatronics (ICM)","raw_type":"proceedings-article"},{"id":"pmh:vital:18083","is_oa":false,"landing_page_url":"http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/192871","pdf_url":null,"source":{"id":"https://openalex.org/S4306400234","display_name":"FedUni ResearchOnline (Federation University Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210158496","host_organization_name":"Australian Federation of University Women \u2013 South Australia","host_organization_lineage":["https://openalex.org/I4210158496"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},{"id":"pmh:vital:18149","is_oa":false,"landing_page_url":"http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/193169","pdf_url":null,"source":{"id":"https://openalex.org/S4306400234","display_name":"FedUni ResearchOnline (Federation University Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210158496","host_organization_name":"Australian Federation of University Women \u2013 South Australia","host_organization_lineage":["https://openalex.org/I4210158496"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2046074714","https://openalex.org/W2117697616","https://openalex.org/W2133288387","https://openalex.org/W2160518233","https://openalex.org/W2247166775","https://openalex.org/W2598638573","https://openalex.org/W2740304507","https://openalex.org/W2752435804","https://openalex.org/W2887201763","https://openalex.org/W2887651422","https://openalex.org/W2964010366","https://openalex.org/W2991915022","https://openalex.org/W2997330780","https://openalex.org/W3032537708","https://openalex.org/W3092316320","https://openalex.org/W3121678941","https://openalex.org/W3130493744","https://openalex.org/W3160780501","https://openalex.org/W3185823006","https://openalex.org/W3215058264","https://openalex.org/W3217153499","https://openalex.org/W4286209417","https://openalex.org/W4293576578","https://openalex.org/W4294946168"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2951640941","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4360585628","https://openalex.org/W4252323845"],"abstract_inverted_index":{"Industrial":[0],"automation":[1,51,112],"systems":[2,11,113],"are":[3,12],"excessively":[4],"used":[5,45,64,80],"in":[6,32,49,110],"advanced":[7],"manufacturing":[8,22],"environments.":[9],"These":[10],"always":[13],"prone":[14],"to":[15,29,46,53,65,69,81,107],"failure":[16],"which":[17],"not":[18],"only":[19],"disturbs":[20],"smooth":[21],"operations":[23],"but":[24],"can":[25,43],"also":[26],"cause":[27],"injuries":[28],"operators.":[30],"Therefore,":[31],"this":[33],"research,":[34],"a":[35],"novel":[36,85],"predictive":[37],"maintenance":[38],"algorithm":[39,106],"is":[40],"proposed":[41,84,105],"that":[42],"be":[44],"detect":[47,66,108],"anomalies":[48,68,109],"the":[50,83,95,101,104],"system":[52],"avoid":[54,70],"asset":[55],"failure.":[56,75],"Artificial":[57],"Intelligence":[58],"enabled":[59],"Digital":[60],"Twin":[61],"model":[62],"was":[63],"early":[67],"catastrophic":[71],"effects":[72],"of":[73,103],"equipment":[74],"Real-time":[76],"sensor":[77],"data":[78,88],"were":[79,89],"validate":[82],"algorithm.":[86],"The":[87],"recorded":[90],"via":[91],"sensors":[92],"mounted":[93],"on":[94],"physical":[96],"system.":[97],"This":[98],"paper":[99],"presents":[100],"effectiveness":[102],"industrial":[111],"under":[114],"faulty":[115],"conditions.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
