{"id":"https://openalex.org/W4386546933","doi":"https://doi.org/10.1145/3623378","title":"Tackling Industrial Downtimes with Artificial Intelligence in Data-Driven Maintenance","display_name":"Tackling Industrial Downtimes with Artificial Intelligence in Data-Driven Maintenance","publication_year":2023,"publication_date":"2023-09-08","ids":{"openalex":"https://openalex.org/W4386546933","doi":"https://doi.org/10.1145/3623378"},"language":"en","primary_location":{"id":"doi:10.1145/3623378","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3623378","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","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/A5031465537","display_name":"Marcel Hoffmann","orcid":"https://orcid.org/0000-0002-1617-1520"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marcel Andr\u00e9 Hoffmann","raw_affiliation_strings":["Technische Universit\u00e4t Dresden, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1617-1520","affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047885029","display_name":"Rainer Lasch","orcid":"https://orcid.org/0000-0001-6942-3763"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rainer Lasch","raw_affiliation_strings":["Technische Universit\u00e4t Dresden, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6942-3763","affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5031465537"],"corresponding_institution_ids":["https://openalex.org/I78650965"],"apc_list":null,"apc_paid":null,"fwci":2.4461,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.8904172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"56","issue":"4","first_page":"1","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9970999956130981,"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":0.9970999956130981,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.9962000250816345,"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/computer-science","display_name":"Computer science","score":0.8020477294921875},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.5089118480682373},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.43674778938293457},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4218132495880127},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3607085347175598},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.32471829652786255},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3224932551383972},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.1374931037425995},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07365143299102783}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8020477294921875},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.5089118480682373},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.43674778938293457},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4218132495880127},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3607085347175598},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.32471829652786255},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3224932551383972},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.1374931037425995},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07365143299102783},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3623378","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3623378","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":182,"referenced_works":["https://openalex.org/W310707427","https://openalex.org/W1562916196","https://openalex.org/W1588485088","https://openalex.org/W1838067451","https://openalex.org/W1965545172","https://openalex.org/W1967133285","https://openalex.org/W1980165096","https://openalex.org/W1982542997","https://openalex.org/W2001527314","https://openalex.org/W2003072142","https://openalex.org/W2025248735","https://openalex.org/W2030019706","https://openalex.org/W2032614950","https://openalex.org/W2038546740","https://openalex.org/W2040229032","https://openalex.org/W2042311265","https://openalex.org/W2043779128","https://openalex.org/W2044249824","https://openalex.org/W2045186954","https://openalex.org/W2049757058","https://openalex.org/W2049833369","https://openalex.org/W2050988222","https://openalex.org/W2051715626","https://openalex.org/W2055166298","https://openalex.org/W2056337397","https://openalex.org/W2067918354","https://openalex.org/W2073260247","https://openalex.org/W2093593093","https://openalex.org/W2095180434","https://openalex.org/W2116870707","https://openalex.org/W2122482402","https://openalex.org/W2153635508","https://openalex.org/W2164141749","https://openalex.org/W2166749505","https://openalex.org/W2167218164","https://openalex.org/W2180633907","https://openalex.org/W2230524333","https://openalex.org/W2260696741","https://openalex.org/W2299550941","https://openalex.org/W2321462701","https://openalex.org/W2404050753","https://openalex.org/W2404692435","https://openalex.org/W2411149632","https://openalex.org/W2413727882","https://openalex.org/W2415754480","https://openalex.org/W2463378445","https://openalex.org/W2557960749","https://openalex.org/W2569486666","https://openalex.org/W2584531144","https://openalex.org/W2586186134","https://openalex.org/W2597961459","https://openalex.org/W2599646198","https://openalex.org/W2606010969","https://openalex.org/W2608571722","https://openalex.org/W2613699083","https://openalex.org/W2620092511","https://openalex.org/W2657416937","https://openalex.org/W2732499510","https://openalex.org/W2757638459","https://openalex.org/W2762204677","https://openalex.org/W2765691677","https://openalex.org/W2773549135","https://openalex.org/W2776582420","https://openalex.org/W2778911205","https://openalex.org/W2791305079","https://openalex.org/W2802441465","https://openalex.org/W2803411155","https://openalex.org/W2807998273","https://openalex.org/W2808105312","https://openalex.org/W2809951469","https://openalex.org/W2810431965","https://openalex.org/W2886374926","https://openalex.org/W2886428688","https://openalex.org/W2889389601","https://openalex.org/W2891859208","https://openalex.org/W2892341857","https://openalex.org/W2897250207","https://openalex.org/W2903064180","https://openalex.org/W2914309864","https://openalex.org/W2917556557","https://openalex.org/W2938398362","https://openalex.org/W2944364052","https://openalex.org/W2945302013","https://openalex.org/W2945413072","https://openalex.org/W2946896981","https://openalex.org/W2960714314","https://openalex.org/W2961664672","https://openalex.org/W2963596856","https://openalex.org/W2964294029","https://openalex.org/W2970143329","https://openalex.org/W2971396385","https://openalex.org/W2971407980","https://openalex.org/W2972137370","https://openalex.org/W2980749699","https://openalex.org/W2980766109","https://openalex.org/W2981694026","https://openalex.org/W2985184168","https://openalex.org/W2986184046","https://openalex.org/W2997330780","https://openalex.org/W2997377600","https://openalex.org/W3003895975","https://openalex.org/W3004856850","https://openalex.org/W3006535346","https://openalex.org/W3007568460","https://openalex.org/W3011704391","https://openalex.org/W3011766772","https://openalex.org/W3018957240","https://openalex.org/W3022112205","https://openalex.org/W3023406124","https://openalex.org/W3025475838","https://openalex.org/W3025617800","https://openalex.org/W3027812880","https://openalex.org/W3028715102","https://openalex.org/W3035318162","https://openalex.org/W3041632065","https://openalex.org/W3042756942","https://openalex.org/W3042826099","https://openalex.org/W3046048052","https://openalex.org/W3048983776","https://openalex.org/W3080949152","https://openalex.org/W3081400871","https://openalex.org/W3082233933","https://openalex.org/W3089496219","https://openalex.org/W3092012490","https://openalex.org/W3092363736","https://openalex.org/W3093550532","https://openalex.org/W3094917921","https://openalex.org/W3096153045","https://openalex.org/W3096568464","https://openalex.org/W3111082901","https://openalex.org/W3112637742","https://openalex.org/W3113082919","https://openalex.org/W3114862845","https://openalex.org/W3120518708","https://openalex.org/W3124582058","https://openalex.org/W3125029189","https://openalex.org/W3125387313","https://openalex.org/W3125505924","https://openalex.org/W3125651677","https://openalex.org/W3127692495","https://openalex.org/W3131671510","https://openalex.org/W3133798627","https://openalex.org/W3134412914","https://openalex.org/W3134795671","https://openalex.org/W3135474899","https://openalex.org/W3138191843","https://openalex.org/W3147809485","https://openalex.org/W3148117486","https://openalex.org/W3151965712","https://openalex.org/W3153257952","https://openalex.org/W3161231236","https://openalex.org/W3161917984","https://openalex.org/W3162074813","https://openalex.org/W3186962112","https://openalex.org/W3187949224","https://openalex.org/W3194730353","https://openalex.org/W3209901625","https://openalex.org/W3217052398","https://openalex.org/W4200045774","https://openalex.org/W4200136590","https://openalex.org/W4205567159","https://openalex.org/W4205830141","https://openalex.org/W4210469193","https://openalex.org/W4210669979","https://openalex.org/W4210997151","https://openalex.org/W4211116959","https://openalex.org/W4214817260","https://openalex.org/W4224924229","https://openalex.org/W4225876125","https://openalex.org/W4225966510","https://openalex.org/W4229000217","https://openalex.org/W4251651498","https://openalex.org/W4281393809","https://openalex.org/W4281394637","https://openalex.org/W4292622586","https://openalex.org/W4294237904","https://openalex.org/W4306919515","https://openalex.org/W4308498142","https://openalex.org/W4309578421","https://openalex.org/W4312221774","https://openalex.org/W4313012704","https://openalex.org/W4319150656"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2951640941","https://openalex.org/W2795136348","https://openalex.org/W962477430","https://openalex.org/W2277319453","https://openalex.org/W2391563149","https://openalex.org/W4313459207","https://openalex.org/W23403803","https://openalex.org/W3161333189","https://openalex.org/W2979381929"],"abstract_inverted_index":{"The":[0,39],"application":[1],"of":[2,86,93],"Artificial":[3],"Intelligence":[4],"(AI)":[5],"approaches":[6,58],"in":[7,36,71],"industrial":[8],"maintenance":[9,35,61,79,96],"for":[10,51,59],"fault":[11],"detection":[12],"and":[13,21,27,48,53,67,88],"prediction":[14],"has":[15],"gained":[16],"much":[17],"attention":[18],"from":[19],"scholars":[20],"practitioners.":[22],"This":[23],"survey":[24],"systematically":[25],"assesses":[26],"classifies":[28],"the":[29],"state-of-the-art":[30],"algorithms":[31],"applied":[32],"to":[33,82],"data-driven":[34],"recent":[37],"literature.":[38],"taxonomy":[40],"provides":[41],"a":[42,75,83],"so":[43],"far":[44],"not":[45],"existing":[46],"overview":[47],"decision":[49],"aid":[50],"research":[52,69],"practice":[54],"regarding":[55],"suitable":[56],"AI":[57,87],"each":[60],"application.":[62],"Moreover,":[63],"we":[64],"consider":[65],"trends":[66],"further":[68],"demand":[70],"this":[72],"area.":[73],"Finally,":[74],"newly":[76],"developed":[77],"holistic":[78],"framework":[80],"contributes":[81],"practice-oriented":[84],"implementation":[85],"considers":[89],"crucial":[90],"managerial":[91],"aspects":[92],"an":[94],"efficient":[95],"system.":[97]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}