{"id":"https://openalex.org/W4366827573","doi":"https://doi.org/10.1080/0951192x.2023.2204471","title":"Predictive maintenance: assessment of potentials for residential heating systems","display_name":"Predictive maintenance: assessment of potentials for residential heating systems","publication_year":2023,"publication_date":"2023-04-23","ids":{"openalex":"https://openalex.org/W4366827573","doi":"https://doi.org/10.1080/0951192x.2023.2204471"},"language":"en","primary_location":{"id":"doi:10.1080/0951192x.2023.2204471","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2023.2204471","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-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/A5031661829","display_name":"Sahil-Jai Arora","orcid":null},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]},{"id":"https://openalex.org/I889804353","display_name":"Robert Bosch (Germany)","ror":"https://ror.org/01fe0jt45","country_code":"DE","type":"company","lineage":["https://openalex.org/I889804353"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sahil-Jai Arora","raw_affiliation_strings":["Department IT in Production and Logistics, TU Dortmund University, Dortmund, Germany","Engineering Product Quality Processes and Methods, BOSCH Thermotechnology, Wernau, Germany"],"affiliations":[{"raw_affiliation_string":"Department IT in Production and Logistics, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]},{"raw_affiliation_string":"Engineering Product Quality Processes and Methods, BOSCH Thermotechnology, Wernau, Germany","institution_ids":["https://openalex.org/I889804353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056931407","display_name":"Markus Rabe","orcid":"https://orcid.org/0000-0002-7190-9321"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Rabe","raw_affiliation_strings":["Department IT in Production and Logistics, TU Dortmund University, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"Department IT in Production and Logistics, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5031661829"],"corresponding_institution_ids":["https://openalex.org/I200332995","https://openalex.org/I889804353"],"apc_list":null,"apc_paid":null,"fwci":0.1283,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.34760802,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"36","issue":"12","first_page":"1876","last_page":"1900"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11988","display_name":"Sustainable Building Design and Assessment","score":0.975600004196167,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/context","display_name":"Context (archaeology)","score":0.7504830956459045},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6485676765441895},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6237272024154663},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5722622871398926},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.5629842877388},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.5494137406349182},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5451759696006775},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5287076234817505},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45872753858566284},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.39339572191238403},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.36101314425468445},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3572540879249573},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3363713026046753},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3211303949356079}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7504830956459045},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6485676765441895},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6237272024154663},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5722622871398926},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.5629842877388},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.5494137406349182},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5451759696006775},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5287076234817505},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45872753858566284},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.39339572191238403},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.36101314425468445},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3572540879249573},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3363713026046753},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3211303949356079},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/0951192x.2023.2204471","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2023.2204471","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","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":32,"referenced_works":["https://openalex.org/W1720777807","https://openalex.org/W1987280366","https://openalex.org/W2088805534","https://openalex.org/W2089877148","https://openalex.org/W2334036245","https://openalex.org/W2503774008","https://openalex.org/W2787493518","https://openalex.org/W2964741736","https://openalex.org/W2978287071","https://openalex.org/W3036448124","https://openalex.org/W3048127447","https://openalex.org/W3049131137","https://openalex.org/W3082233933","https://openalex.org/W3092012490","https://openalex.org/W3111170096","https://openalex.org/W3111508897","https://openalex.org/W3138004163","https://openalex.org/W3216422622","https://openalex.org/W4205605943","https://openalex.org/W4205628166","https://openalex.org/W4205904061","https://openalex.org/W4206597344","https://openalex.org/W4206843326","https://openalex.org/W4235154285","https://openalex.org/W4240020748","https://openalex.org/W4256097939","https://openalex.org/W4256686457","https://openalex.org/W4313195706","https://openalex.org/W6821414655","https://openalex.org/W6831577023","https://openalex.org/W6922570681","https://openalex.org/W7019563248"],"related_works":["https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W2913146933","https://openalex.org/W2372385138","https://openalex.org/W4296359239","https://openalex.org/W2101155126","https://openalex.org/W2043093291","https://openalex.org/W2363545964"],"abstract_inverted_index":{"Predictive":[0],"Maintenance":[1],"(PdM)":[2],"solutions":[3,16,66,194],"can":[4],"predict":[5],"and":[6,61,137,140,150,168,170,177],"consequently":[7],"minimize":[8],"downtimes.":[9],"Concerning":[10],"high":[11],"implementation":[12],"cost":[13],"of":[14,63,72,102,134,152,174,185,192,198],"PdM":[15,65,98,193],"for":[17,23,75,97,188],"manufacturing":[18,68],"systems":[19,25,77,114],"as":[20,22],"well":[21],"sold":[24],"operating":[26],"in":[27,34,67,120,132,195],"the":[28,52,73,92,100,113,121,124,147,153,175,182,190,196],"field,":[29],"e.g.":[30],"Building":[31],"Energy":[32],"Systems":[33],"residential":[35],"heating":[36],"(RH),":[37],"it":[38],"is":[39,78,104],"unclear":[40],"under":[41],"which":[42],"conditions":[43],"potentials":[44,60,191],"outweigh":[45],"investment.":[46],"In":[47],"a":[48,55,82,110],"previous":[49],"scientific":[50],"publication,":[51],"authors":[53],"proposed":[54],"methodology":[56,74,156,179],"to":[57,85,95,129,157],"systematically":[58],"assess":[59],"benefits":[62],"to-be-developed":[64],"processes.":[69],"The":[70],"utilization":[71],"RH":[76,103,158,169],"promising,":[79],"but":[80,119],"requires":[81],"suitable":[83],"adaptation":[84,151],"its":[86],"individual":[87],"context.":[88],"Apart":[89],"from":[90,107],"quantifying":[91,189],"benefit":[93],"compared":[94],"investment":[96],"solutions,":[99],"context":[101],"fundamentally":[105],"different":[106],"manufacturing.":[108],"As":[109],"major":[111],"difference,":[112],"are":[115],"not":[116],"located":[117],"in-house,":[118],"field":[122,197],"at":[123],"customers\u2019":[125],"site.":[126],"This":[127],"leads":[128],"increased":[130],"challenges":[131],"terms":[133],"lacking":[135],"customer":[136],"system":[138],"feedback":[139],"data":[141],"availability.":[142],"Therefore,":[143],"this":[144,161],"paper":[145,162],"addresses":[146],"optimization,":[148],"transfer,":[149],"previously":[154],"developed":[155],"systems.":[159],"Additionally,":[160],"includes":[163],"baseline":[164],"information":[165],"regarding":[166],"maintenance":[167],"an":[171],"exemplary":[172],"application":[173],"optimized":[176],"adapted":[178],"that":[180],"supports":[181],"reliability":[183],"department":[184],"BOSCH":[186],"Thermotechnology":[187],"RH.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}