{"id":"https://openalex.org/W4312198802","doi":"https://doi.org/10.1109/ieem55944.2022.9989791","title":"Scalable and Data-driven Decision Support in the Maintenance, Repair, and Overhaul Process","display_name":"Scalable and Data-driven Decision Support in the Maintenance, Repair, and Overhaul Process","publication_year":2022,"publication_date":"2022-12-07","ids":{"openalex":"https://openalex.org/W4312198802","doi":"https://doi.org/10.1109/ieem55944.2022.9989791"},"language":"en","primary_location":{"id":"doi:10.1109/ieem55944.2022.9989791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieem55944.2022.9989791","pdf_url":null,"source":{"id":"https://openalex.org/S4363607849","display_name":"2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5064746014","display_name":"Houkun Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Houkun Zhu","raw_affiliation_strings":["Technische Universität Berlin,Berlin,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universität Berlin,Berlin,Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079716474","display_name":"Helena Ebel","orcid":"https://orcid.org/0000-0002-8933-401X"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Helena Ebel","raw_affiliation_strings":["Technische Universität Berlin,Berlin,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universität Berlin,Berlin,Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024675213","display_name":"Dominik Scheinert","orcid":"https://orcid.org/0000-0003-0763-3233"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dominik Scheinert","raw_affiliation_strings":["Technische Universität Berlin,Berlin,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universität Berlin,Berlin,Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018762132","display_name":"Florian Schmidt","orcid":"https://orcid.org/0000-0003-2307-2579"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Schmidt","raw_affiliation_strings":["Technische Universität Berlin,Berlin,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universität Berlin,Berlin,Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038352042","display_name":"J. Altenkirch","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jens Altenkirch","raw_affiliation_strings":["Siemens Energy Global GmbH & Co. KG,Berlin,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siemens Energy Global GmbH & Co. KG,Berlin,Germany","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042349846","display_name":"Odej Kao","orcid":"https://orcid.org/0000-0001-6454-6799"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Odej Kao","raw_affiliation_strings":["Technische Universität Berlin,Berlin,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universität Berlin,Berlin,Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8588,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.83937316,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"0344","last_page":"0348"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14306","display_name":"Technology Assessment and Management","score":0.992900013923645,"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"}},"topics":[{"id":"https://openalex.org/T14306","display_name":"Technology Assessment and Management","score":0.992900013923645,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9901000261306763,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9872000217437744,"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/process","display_name":"Process (computing)","score":0.5986784100532532},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5592879056930542},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5422897934913635},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.514609694480896},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4940088391304016},{"id":"https://openalex.org/keywords/product-lifecycle","display_name":"Product lifecycle","score":0.48453325033187866},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.467949777841568},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4653063416481018},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4356079697608948},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.43448543548583984},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.4007342457771301},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3540658950805664},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3458065390586853},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.32605764269828796},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16640323400497437},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15770861506462097}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5986784100532532},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5592879056930542},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5422897934913635},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.514609694480896},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4940088391304016},{"id":"https://openalex.org/C194304873","wikidata":"https://www.wikidata.org/wiki/Q1967338","display_name":"Product lifecycle","level":3,"score":0.48453325033187866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.467949777841568},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4653063416481018},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4356079697608948},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.43448543548583984},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.4007342457771301},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3540658950805664},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3458065390586853},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.32605764269828796},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16640323400497437},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15770861506462097},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieem55944.2022.9989791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieem55944.2022.9989791","pdf_url":null,"source":{"id":"https://openalex.org/S4363607849","display_name":"2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311649","display_name":"Ministry of Education","ror":"https://ror.org/036nq5137"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2111728591","https://openalex.org/W2755253778","https://openalex.org/W2758340329","https://openalex.org/W2771274608","https://openalex.org/W2801164174","https://openalex.org/W2888648656","https://openalex.org/W2899026724","https://openalex.org/W2946879485","https://openalex.org/W2997638503","https://openalex.org/W3130921258","https://openalex.org/W3135336143","https://openalex.org/W3198679462","https://openalex.org/W6759837486","https://openalex.org/W6989372398"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W2236711079","https://openalex.org/W2388721719","https://openalex.org/W2080418646","https://openalex.org/W2022856132","https://openalex.org/W1501391967","https://openalex.org/W3204732470","https://openalex.org/W2359523946","https://openalex.org/W2364090787","https://openalex.org/W4391290883"],"abstract_inverted_index":{"Several":[0],"businesses":[1],"apply":[2],"maintenance,":[3],"repair,":[4],"and":[5,49,84,120,145,158],"overhaul":[6],"(MRO)":[7],"principles":[8],"to":[9,45],"the":[10,34,38,52,56,75,90,96,111,151,154,159,162],"life-cycle":[11],"of":[12,37,61,153,161],"their":[13],"existing":[14],"products.":[15],"In":[16],"cases":[17],"like":[18],"casted":[19],"gas":[20,142],"turbine":[21,143],"component":[22],"Product":[23],"Lifecycle":[24],"Management":[25],"(PLM),":[26],"repairing":[27],"components":[28],"in":[29],"frequent":[30],"intervals":[31],"can":[32],"extend":[33],"lifetime":[35],"expectation":[36],"product,":[39],"provide":[40],"higher":[41],"cost":[42],"efficiency":[43],"compared":[44],"newly":[46],"produced":[47,73],"components,":[48],"even":[50],"improve":[51],"part":[53],"design":[54],"during":[55],"repair":[57,62,76,91,112],"cycle.":[58],"Another":[59],"aspect":[60],"concerns":[63],"sustainability,":[64],"as":[65],"products":[66],"often":[67],"contain":[68],"rare":[69],"materials.":[70],"The":[71,131],"emissions":[72],"by":[74],"process":[77,92],"are":[78],"usually":[79],"smaller":[80],"than":[81],"mining":[82],"materials":[83],"casting":[85],"new":[86],"components.":[87],"To":[88],"optimize":[89],"further,":[93],"we":[94],"propose":[95],"Smart":[97],"Expert":[98],"System":[99],"(SES),":[100],"which":[101],"assists":[102],"engineering":[103],"experts":[104],"with":[105],"machine":[106,122],"learning-based":[107],"decision":[108,156],"support":[109,157],"throughout":[110],"process.":[113],"We":[114],"elaborate":[115],"on":[116],"its":[117],"IT":[118,164],"architecture":[119],"present":[121],"learning":[123],"models":[124],"employed":[125],"for":[126],"representative":[127],"MRO":[128],"use":[129],"cases.":[130],"SES":[132],"is":[133],"evaluated":[134],"using":[135],"actual":[136],"industry":[137],"data":[138],"from":[139],"a":[140],"leading":[141],"company":[144],"demonstrably":[146],"fulfills":[147],"formulated":[148],"requirements":[149],"concerning":[150],"suitability":[152],"overall":[155],"stability":[160],"enclosing":[163],"architecture.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}