{"id":"https://openalex.org/W4405305351","doi":"https://doi.org/10.1109/indin58382.2024.10774207","title":"Digital Twin for Remote Fault Detection of Heavy-Duty Machinery","display_name":"Digital Twin for Remote Fault Detection of Heavy-Duty Machinery","publication_year":2024,"publication_date":"2024-08-18","ids":{"openalex":"https://openalex.org/W4405305351","doi":"https://doi.org/10.1109/indin58382.2024.10774207"},"language":"en","primary_location":{"id":"doi:10.1109/indin58382.2024.10774207","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin58382.2024.10774207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 22nd International Conference on Industrial Informatics (INDIN)","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/A5100372625","display_name":"Ricardo Silva","orcid":"https://orcid.org/0000-0001-7217-0963"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ricardo Silva","raw_affiliation_strings":["Universidade do Porto Rua Dr. Roberto Frias,SYSTEC, Faculdade de Engenharia,Porto,Portugal,4200\u2013465"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade do Porto Rua Dr. Roberto Frias,SYSTEC, Faculdade de Engenharia,Porto,Portugal,4200\u2013465","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050493496","display_name":"Lu\u00eds Neto","orcid":"https://orcid.org/0000-0002-5025-1145"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Luis Neto","raw_affiliation_strings":["Universidade do Porto Rua Dr. Roberto Frias,SYSTEC, Faculdade de Engenharia,Porto,Portugal,4200\u2013465"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade do Porto Rua Dr. Roberto Frias,SYSTEC, Faculdade de Engenharia,Porto,Portugal,4200\u2013465","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008404992","display_name":"Gil Gon\u00e7alves","orcid":"https://orcid.org/0000-0001-7757-7308"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Gil Goncalves","raw_affiliation_strings":["Universidade do Porto Rua Dr. Roberto Frias,SYSTEC, Faculdade de Engenharia,Porto,Portugal,4200\u2013465"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade do Porto Rua Dr. Roberto Frias,SYSTEC, Faculdade de Engenharia,Porto,Portugal,4200\u2013465","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115408089","display_name":"Frutuoso Mateus","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Frutuoso Mateus","raw_affiliation_strings":["Vicort, by Cutplant Solutions, S.A Zona Industrial,Castelo,Branco,Portugal,6000\u2013999"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vicort, by Cutplant Solutions, S.A Zona Industrial,Castelo,Branco,Portugal,6000\u2013999","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014160733","display_name":"Rodrigo Pires","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rodrigo Pires","raw_affiliation_strings":["Vicort, by Cutplant Solutions, S.A Zona Industrial,Castelo,Branco,Portugal,6000\u2013999"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vicort, by Cutplant Solutions, S.A Zona Industrial,Castelo,Branco,Portugal,6000\u2013999","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3166483,"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":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9779999852180481,"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":0.9779999852180481,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9251999855041504,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5760042667388916},{"id":"https://openalex.org/keywords/heavy-duty","display_name":"Heavy duty","score":0.49259239435195923},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4392763078212738},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4192870557308197},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.32117652893066406},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21454447507858276},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1907576024532318},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.1643018126487732},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.10074496269226074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1003899872303009}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5760042667388916},{"id":"https://openalex.org/C2993573757","wikidata":"https://www.wikidata.org/wiki/Q3784054","display_name":"Heavy duty","level":2,"score":0.49259239435195923},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4392763078212738},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4192870557308197},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.32117652893066406},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21454447507858276},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1907576024532318},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.1643018126487732},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.10074496269226074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1003899872303009},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin58382.2024.10774207","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin58382.2024.10774207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 22nd International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.4099999964237213,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1604645467","https://openalex.org/W1870381889","https://openalex.org/W2027068903","https://openalex.org/W2060422862","https://openalex.org/W2078881423","https://openalex.org/W2095196828","https://openalex.org/W2944544072","https://openalex.org/W3212968449","https://openalex.org/W4224983774","https://openalex.org/W4290791568","https://openalex.org/W4294904068","https://openalex.org/W4322746613","https://openalex.org/W6643519139","https://openalex.org/W6772559930","https://openalex.org/W6792555259"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4283066974","https://openalex.org/W4242190929","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Remote":[0],"fault":[1,21,135],"detection":[2,22],"is":[3,69,139],"essential":[4],"for":[5,19,61,79],"maintaining":[6],"the":[7,27,54,65,72,92,122,144],"performance":[8],"and":[9,31,48,107,121,150],"reliability":[10],"of":[11,26,41,101,147,158],"heavy-duty":[12,119],"machines.":[13],"This":[14],"paper":[15],"proposes":[16],"a":[17,24,32,99,117],"methodology":[18,39,113,138],"remote":[20,134],"using":[23,98,116],"combination":[25,100],"IEC":[28,148],"61499":[29,149],"standard":[30],"Python-based":[33],"runtime":[34],"environment,":[35],"DINASORE.":[36],"The":[37,85,111,137],"proposed":[38,112],"consists":[40],"two":[42],"phases:":[43],"(1)":[44],"reference":[45,57,93],"curve":[46,51],"acquisition":[47],"(2)":[49],"operation":[50,75,86],"acquisition.":[52],"In":[53,71],"first":[55],"phase,":[56,74],"curves":[58,76,87,94],"are":[59,77,88],"captured":[60,78],"each":[62,80],"actuator":[63,81],"in":[64,133],"machine":[66,83],"when":[67],"it":[68,126],"new.":[70],"second":[73],"during":[82],"operation.":[84],"then":[89],"compared":[90],"to":[91,95,130,143,155],"detect":[96],"anomalies,":[97],"Dynamic":[102],"Time":[103,108],"Warp,":[104],"Pearson":[105],"Correlation,":[106],"Series":[109],"Forest.":[110],"was":[114],"evaluated":[115],"real-world":[118],"machine,":[120],"results":[123],"showed":[124],"that":[125],"can":[127,151],"be":[128,152],"used":[129],"assist":[131],"technicians":[132],"finding.":[136],"also":[140],"scalable":[141],"due":[142],"modular":[145],"nature":[146],"easily":[153],"adapted":[154],"different":[156],"types":[157],"machines":[159],"or":[160],"analysis":[161],"techniques.":[162]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}