{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T23:04:52Z","timestamp":1747177492985,"version":"3.40.5"},"reference-count":52,"publisher":"Informa UK Limited","issue":"12","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Computer Integrated Manufacturing"],"published-print":{"date-parts":[[2023,12,2]]},"DOI":"10.1080\/0951192x.2023.2204471","type":"journal-article","created":{"date-parts":[[2023,4,24]],"date-time":"2023-04-24T05:28:05Z","timestamp":1682314085000},"page":"1876-1900","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":2,"title":["Predictive maintenance: assessment of potentials for residential heating systems"],"prefix":"10.1080","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6877-1480","authenticated-orcid":false,"given":"Sahil-Jai","family":"Arora","sequence":"first","affiliation":[{"name":"Engineering Product Quality Processes and Methods, BOSCH Thermotechnology, Wernau, Germany"},{"name":"Department IT in Production and Logistics, TU Dortmund University, Dortmund, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7190-9321","authenticated-orcid":false,"given":"Markus","family":"Rabe","sequence":"additional","affiliation":[{"name":"Department IT in Production and Logistics, TU Dortmund University, Dortmund, Germany"}]}],"member":"301","published-online":{"date-parts":[[2023,4,23]]},"reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.applthermaleng.2016.04.008"},{"key":"e_1_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2021.11.119"},{"key":"e_1_3_3_4_1","first-page":"298","volume-title":"Technische Unterst\u00fctzungssysteme, die Menschen wirklich wollen, edited by","author":"Bauer J.","year":"2014","unstructured":"Bauer, J., A. Kettschau, J. Michl, J. Buerner, and J. Franke. 2014. \u201cDie intelligente Wohnung als Baustein im Internet der Dinge: Potenzialanalyse und Konzept einer dom\u00e4nen\u00fcbergreifenden L\u00f6sung.\u201c In Technische Unterst\u00fctzungssysteme, die Menschen wirklich wollen, edited byR. Weidner, and T. Redlich, 298\u2013307. Hamburg: Univ. der Bundeswehr Hamburg, Laboratorium Fertigungstechnik."},{"key":"e_1_3_3_5_1","unstructured":"Baunormlexikon. 2018. \u201cDIN EN 13306 (2018-02) Instandhaltung: Begriffe der Instandhaltung.\u201d Accessed 19 March 2022. https:\/\/www.baunormenlexikon.de\/norm\/din-en-13306\/ca2703fe-e805-443d-85fd-63dde0f973bd"},{"key":"e_1_3_3_6_1","unstructured":"Baunormlexikon. 2019. \u201cDIN 31051 (2019-06) Grundlagen der Instandhaltung.\u201d Accessed 19 March 2022. https:\/\/www.baunormenlexikon.de\/norm\/din-31051\/8d1293a4-de10-49d4-9fee-0b415e6545a1"},{"key":"e_1_3_3_7_1","volume-title":"Smart Tooling","author":"Boos W.","year":"2016","unstructured":"Boos, W., M. Salmen, A. Begovic, C. Kelzenberg, and F. Stracke. 2016. Smart Tooling. Aachen: RWTH Aachen Werkzeugmaschinenlabor."},{"key":"e_1_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-54249-8_43"},{"key":"e_1_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2015.08.053"},{"key":"e_1_3_3_10_1","unstructured":"Bundesverband der Energie-und Wasserwirtschaft. 2015. BDEW-Studie &#8222;Wie heizt Deutschland? Accessed 22 May 2022. https:\/\/issuu.com\/bdew_ev\/docs\/ga_gas_15-001-02_heizungsmarkt-bros"},{"key":"e_1_3_3_11_1","unstructured":"Bundesverband der Energie- und Wasserwirtschaft. 2019. \u201cBDEW-Studie \u201eWie heizt Deutschland?\u201c Accessed 11 April 2022. https:\/\/www.bdew.de\/energie\/studie-wie-heizt-deutschland\/"},{"key":"e_1_3_3_12_1","unstructured":"Bundesverband W\u00e4rmepumpen. 2022. \u201cWie funktioniert die W\u00e4rmepumpe?\u201d Accessed 13 April 2022. https:\/\/www.waermepumpe.de\/waermepumpe\/funktion-waermequellen\/"},{"key":"e_1_3_3_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2020.01.093"},{"key":"e_1_3_3_14_1","volume-title":"The 7 Habits of Highly Effective People: Powerful Lessons in Personal Change","author":"Covey S. R.","year":"2013","unstructured":"Covey, S. R. 2013. The 7 Habits of Highly Effective People: Powerful Lessons in Personal Change. 25th anniversary ed. New York: Simon + Schuster.","edition":"25"},{"key":"e_1_3_3_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2020.103298"},{"key":"e_1_3_3_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2018.01.021"},{"key":"e_1_3_3_17_1","unstructured":"Deloitte. 2022. \u201cPredictive Maintenance and the Smart Factory.\u201d Accessed 14 April 2022. https:\/\/www2.deloitte.com\/content\/dam\/Deloitte\/de\/Documents\/deloitte-analytics\/Deloitte_Predictive-Maintenance_PositionPaper.pdf"},{"key":"e_1_3_3_18_1","doi-asserted-by":"publisher","DOI":"10.3390\/technologies8040077"},{"key":"e_1_3_3_19_1","volume-title":"Service der Zukunft \u2013 und wo er wirklich steht","author":"Feldmann S.","year":"2017","unstructured":"Feldmann, S., R. Laessig, O. Herweg, H. Rauen, and P. M. Synek. 2017. Service der Zukunft \u2013 und wo er wirklich steht. Munich: Roland Berger GmbH, Verband Deutscher Maschinen-und Anlagenbau (VDMA)."},{"key":"e_1_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cirp.2020.05.002"},{"key":"e_1_3_3_21_1","first-page":"308","volume-title":"Technische Unterst\u00fctzungssysteme, die Menschen wirklich wollen, edited by","author":"Haase J.","year":"2014","unstructured":"Haase, J., D. Meyer, and M. Eckert. 2014. \u201cIntelligente Automatisierung f\u00fcr energiesparende Privathaushalte \u2013 ein Simulatorwerkzeug.\u201c In Technische Unterst\u00fctzungssysteme, die Menschen wirklich wollen, edited byR. Weidner, and T. Redlich, 308\u2013314. Hamburg: Univ. der Bundeswehr Hamburg, Laboratorium Fertigungstechnik."},{"key":"e_1_3_3_22_1","volume-title":"Heimautomation mit KNX, DALI, 1-Wire und Co.: Das umfassende Handbuch. Einrichtung, Steuerung, Hardware-Tipps, Projekte","author":"Heinle S.","year":"2019","unstructured":"Heinle, S. 2019. Heimautomation mit KNX, DALI, 1-Wire und Co.: Das umfassende Handbuch. Einrichtung, Steuerung, Hardware-Tipps, Projekte. 2nd ed. Bonn: Rheinwerk.","edition":"2"},{"key":"e_1_3_3_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.spc.2021.03.023"},{"key":"e_1_3_3_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-44742-1"},{"key":"e_1_3_3_25_1","volume-title":"Anforderungen an die Fertigungstechnik von morgen. Wie veraendern sich Variantenzahlen, Losgroessen, Materialeinsatz, Genauigkeitsanforderungen und Produktlebenszyklen tatsaechlich?","author":"Kinkel S.","year":"2005","unstructured":"Kinkel, S. 2005. Anforderungen an die Fertigungstechnik von morgen. Wie veraendern sich Variantenzahlen, Losgroessen, Materialeinsatz, Genauigkeitsanforderungen und Produktlebenszyklen tatsaechlich?. Karlsruhe: Fraunhofer Inst. of System and Innovation Research (ISI)."},{"key":"e_1_3_3_26_1","unstructured":"Laukat A. 1999. \u201cVilfrido Pareto: Trattato di Sociologia Generale. Friedhof der Eliten.\u201d Die Zeit. Nr. 36\/1999."},{"key":"e_1_3_3_27_1","volume-title":"Wertorientierte Instandhaltung. Kosten senken, Verf\u00fcgbarkeit erhalten","author":"Leidinger B.","year":"2017","unstructured":"Leidinger, B. 2017. Wertorientierte Instandhaltung. Kosten senken, Verf\u00fcgbarkeit erhalten. 2nd ed. Wiesbaden: Springer Gabler.","edition":"2"},{"key":"e_1_3_3_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICGSE.2019.00018"},{"key":"e_1_3_3_29_1","unstructured":"Miara M. and A. Sperr 2019. \u201cEffizienz und Effektivit\u00e4t von elektrischen W\u00e4rmepumpen im realen Betrieb.\u201d Accessed 1 April 2022. https:\/\/www.heizungsjournal.de\/effizienz-und-effektivitaet-von-elektrischen-waermepumpen-im-realen-betrieb_14438?p=1"},{"key":"e_1_3_3_30_1","volume-title":"Introduction to the Electronic Age","author":"Mobley R. K.","year":"2002","unstructured":"Mobley, R. K. 2002. \u201cAn Introduction to PM.\u201d In Introduction to the Electronic Age, edited by B. Jones and R. Smith. 2nd ed. Amsterdam, London, New York: Butterworth-Heinemann.","edition":"2"},{"key":"e_1_3_3_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-823657-4.00011-7"},{"key":"e_1_3_3_32_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-823657-4.00006-3"},{"key":"e_1_3_3_33_1","doi-asserted-by":"publisher","DOI":"10.3389\/fmech.2020.578379"},{"key":"e_1_3_3_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-823657-4.00014-2"},{"key":"e_1_3_3_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2013.6691684"},{"key":"e_1_3_3_36_1","first-page":"19","volume-title":"Wertschoepfendes Instandhaltungs- und Produktionsmanagement","author":"Neuhaus H.","year":"2007","unstructured":"Neuhaus, H. 2007. \u201cInstandhaltung schafft Werte. Beitrag der Instandhaltung zur Wertschoepfung.\u201d In Wertschoepfendes Instandhaltungs- und Produktionsmanagement, edited by H. Biermann, 19\u201330. Cologne: TUEV Media."},{"key":"e_1_3_3_37_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-48667-2"},{"key":"e_1_3_3_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2008.02.016"},{"key":"e_1_3_3_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-823657-4.00012-9"},{"key":"e_1_3_3_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2014.06.083"},{"key":"e_1_3_3_41_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-53135-8"},{"key":"e_1_3_3_42_1","volume-title":"Monetaere Flexibilitaets- und Risikobewertung. Stochastische Simulation von Produktionssystemen waehrend der Produktentwicklungsphase","author":"Ruehl J.","year":"2010","unstructured":"Ruehl, J. 2010. Monetaere Flexibilitaets- und Risikobewertung. Stochastische Simulation von Produktionssystemen waehrend der Produktentwicklungsphase. Karlsruhe: Shaker."},{"key":"e_1_3_3_43_1","doi-asserted-by":"publisher","DOI":"10.28991\/esj-2019-01196"},{"key":"e_1_3_3_44_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-03949-2"},{"key":"e_1_3_3_45_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-823657-4.00005-1"},{"key":"e_1_3_3_46_1","volume-title":"Entwicklung vorausschauender Wartungssysteme fuer Werkzeugbetriebe und Serienproduzenten. Forschungsprojekt WerkPriMa","author":"Schuh G.","year":"2020","unstructured":"Schuh, G., C. Kelzenberg, J. De Lange, M. Busch, F. Stracke, and C. P. Frey. 2020. Entwicklung vorausschauender Wartungssysteme fuer Werkzeugbetriebe und Serienproduzenten. Forschungsprojekt WerkPriMa. Aachen: RWTH Aachen Werkzeugmaschinenlabor."},{"key":"e_1_3_3_48_1","doi-asserted-by":"publisher","DOI":"10.37544\/1436-4980-2006-7-8-536"},{"key":"e_1_3_3_49_1","volume-title":"Rules of Thumb for Maintenance and Reliability Engineers","author":"Smith R.","year":"2011","unstructured":"Smith, R., and R. K. Mobley. 2011. Rules of Thumb for Maintenance and Reliability Engineers. Amsterdam, London, New York: Butterworth-Heinemann."},{"key":"e_1_3_3_50_1","unstructured":"Statistisches Bundesamt. 2021. \u201cEnergieverbrauch privater Haushalte f\u00fcr Wohnen 2019 weiter gestiegen.\u201c Accessed 12 April 2022. https:\/\/www.destatis.de\/DE\/Presse\/Pressemitteilungen\/2021\/08\/PD21_383_85.html"},{"key":"e_1_3_3_51_1","volume-title":"Instandhaltung. Grundlagen-Strategie-Werkstaetten","author":"Strunz M.","year":"2012","unstructured":"Strunz, M. 2012. Instandhaltung. Grundlagen-Strategie-Werkstaetten. Berlin, Heidelberg: Springer."},{"key":"e_1_3_3_52_1","volume-title":"Eine Begr\u00fcndung der Pareto-80\/20 Regel und Grenzwerte f\u00fcr die ABC-Analyse","author":"Ultsch A.","year":"2001","unstructured":"Ultsch, A. 2001. Eine Begr\u00fcndung der Pareto-80\/20 Regel und Grenzwerte f\u00fcr die ABC-Analyse. Marburg: Marburg University Press."},{"key":"e_1_3_3_53_1","unstructured":"Umweltbundesamt. 2021. \u201cEnergieverbrauch nach Energietr\u00e4gern Sektoren und Anwendungen.\u201d Accessed 10 April 2022. https:\/\/www.umweltbundesamt.de\/daten\/energie\/energieverbrauch-nach-energietraegern-sektoren"},{"key":"e_1_3_3_54_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2020.106889"}],"container-title":["International Journal of Computer Integrated Manufacturing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/0951192X.2023.2204471","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,12]],"date-time":"2023-12-12T13:40:25Z","timestamp":1702388425000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/0951192X.2023.2204471"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4,23]]},"references-count":52,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2023,12,2]]}},"alternative-id":["10.1080\/0951192X.2023.2204471"],"URL":"https:\/\/doi.org\/10.1080\/0951192x.2023.2204471","relation":{},"ISSN":["0951-192X","1362-3052"],"issn-type":[{"type":"print","value":"0951-192X"},{"type":"electronic","value":"1362-3052"}],"subject":[],"published":{"date-parts":[[2023,4,23]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tcim20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tcim20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2022-05-16","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-03-26","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-04-23","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}