{"id":"https://openalex.org/W2917556557","doi":"https://doi.org/10.1080/0951192x.2019.1571236","title":"PriMa: a prescriptive maintenance model for cyber-physical production systems","display_name":"PriMa: a prescriptive maintenance model for cyber-physical production systems","publication_year":2019,"publication_date":"2019-02-20","ids":{"openalex":"https://openalex.org/W2917556557","doi":"https://doi.org/10.1080/0951192x.2019.1571236","mag":"2917556557"},"language":"en","primary_location":{"id":"doi:10.1080/0951192x.2019.1571236","is_oa":true,"landing_page_url":"https://doi.org/10.1080/0951192x.2019.1571236","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/0951192X.2019.1571236?needAccess=true","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/0951192X.2019.1571236?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012844114","display_name":"Fazel Ansari","orcid":"https://orcid.org/0000-0002-2705-0396"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]},{"id":"https://openalex.org/I4210125165","display_name":"Fraunhofer Austria","ror":"https://ror.org/038bzrc91","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I4210125165","https://openalex.org/I4923324"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Fazel Ansari","raw_affiliation_strings":["Division of Production and Logistics Management, Fraunhofer Austria Research GmbH, Vienna, Austria","Research Group of Smart and Knowledge-Based Maintenance, Institute of Management Science, Vienna University of Technology (TU Wien), Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0002-2705-0396","affiliations":[{"raw_affiliation_string":"Division of Production and Logistics Management, Fraunhofer Austria Research GmbH, Vienna, Austria","institution_ids":["https://openalex.org/I4210125165"]},{"raw_affiliation_string":"Research Group of Smart and Knowledge-Based Maintenance, Institute of Management Science, Vienna University of Technology (TU Wien), Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110625768","display_name":"Robert Glawar","orcid":null},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]},{"id":"https://openalex.org/I4210125165","display_name":"Fraunhofer Austria","ror":"https://ror.org/038bzrc91","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I4210125165","https://openalex.org/I4923324"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Robert Glawar","raw_affiliation_strings":["Division of Production and Logistics Management, Fraunhofer Austria Research GmbH, Vienna, Austria","Research Group of Smart and Knowledge-Based Maintenance, Institute of Management Science, Vienna University of Technology (TU Wien), Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Production and Logistics Management, Fraunhofer Austria Research GmbH, Vienna, Austria","institution_ids":["https://openalex.org/I4210125165"]},{"raw_affiliation_string":"Research Group of Smart and Knowledge-Based Maintenance, Institute of Management Science, Vienna University of Technology (TU Wien), Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029594731","display_name":"Tanja Nemeth","orcid":null},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]},{"id":"https://openalex.org/I4210125165","display_name":"Fraunhofer Austria","ror":"https://ror.org/038bzrc91","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I4210125165","https://openalex.org/I4923324"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Tanja Nemeth","raw_affiliation_strings":["Division of Production and Logistics Management, Fraunhofer Austria Research GmbH, Vienna, Austria","Research Group of Smart and Knowledge-Based Maintenance, Institute of Management Science, Vienna University of Technology (TU Wien), Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Production and Logistics Management, Fraunhofer Austria Research GmbH, Vienna, Austria","institution_ids":["https://openalex.org/I4210125165"]},{"raw_affiliation_string":"Research Group of Smart and Knowledge-Based Maintenance, Institute of Management Science, Vienna University of Technology (TU Wien), Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5012844114"],"corresponding_institution_ids":["https://openalex.org/I145847075","https://openalex.org/I4210125165"],"apc_list":null,"apc_paid":null,"fwci":16.4254,"has_fulltext":false,"cited_by_count":208,"citation_normalized_percentile":{"value":0.99180043,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"32","issue":"4-5","first_page":"482","last_page":"503"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9993000030517578,"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9993000030517578,"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":0.9980000257492065,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9961000084877014,"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/cyber-physical-system","display_name":"Cyber-physical system","score":0.7656562924385071},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.58664470911026},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5021634101867676},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.4883670210838318},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3732132613658905},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.32492202520370483},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10655850172042847},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09528428316116333}],"concepts":[{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.7656562924385071},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.58664470911026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5021634101867676},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.4883670210838318},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3732132613658905},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.32492202520370483},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10655850172042847},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09528428316116333},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/0951192x.2019.1571236","is_oa":true,"landing_page_url":"https://doi.org/10.1080/0951192x.2019.1571236","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/0951192X.2019.1571236?needAccess=true","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:fraunhofer.de:N-558651","is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-558651.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer Austria","raw_type":"Journal Article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/259530","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/259530","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1080/0951192x.2019.1571236","is_oa":true,"landing_page_url":"https://doi.org/10.1080/0951192x.2019.1571236","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/0951192X.2019.1571236?needAccess=true","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G6732029363","display_name":null,"funder_award_id":"739592.","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G7449810435","display_name":null,"funder_award_id":"843668","funder_id":"https://openalex.org/F4320323031","funder_display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft"}],"funders":[{"id":"https://openalex.org/F4320323031","display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft","ror":"https://ror.org/028jc0449"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1532815410","https://openalex.org/W1549644356","https://openalex.org/W1559329652","https://openalex.org/W1978435557","https://openalex.org/W2004944363","https://openalex.org/W2006243547","https://openalex.org/W2006785664","https://openalex.org/W2029838689","https://openalex.org/W2032533161","https://openalex.org/W2037163971","https://openalex.org/W2042037135","https://openalex.org/W2068314958","https://openalex.org/W2072488988","https://openalex.org/W2122410182","https://openalex.org/W2126385963","https://openalex.org/W2137079713","https://openalex.org/W2199810579","https://openalex.org/W2280577398","https://openalex.org/W2333929918","https://openalex.org/W2346483566","https://openalex.org/W2378208052","https://openalex.org/W2480565743","https://openalex.org/W2482017365","https://openalex.org/W2493990996","https://openalex.org/W2505714750","https://openalex.org/W2506833998","https://openalex.org/W2514134446","https://openalex.org/W2542546400","https://openalex.org/W2565296326","https://openalex.org/W2566244742","https://openalex.org/W2568243843","https://openalex.org/W2604553911","https://openalex.org/W2606522010","https://openalex.org/W2606634172","https://openalex.org/W2608191974","https://openalex.org/W2609929761","https://openalex.org/W2615776090","https://openalex.org/W2616713676","https://openalex.org/W2623293810","https://openalex.org/W2728831864","https://openalex.org/W2733768473","https://openalex.org/W2735398435","https://openalex.org/W2735496156","https://openalex.org/W2746326988","https://openalex.org/W2755603136","https://openalex.org/W2755876324","https://openalex.org/W2765312595","https://openalex.org/W2766575304","https://openalex.org/W2766952541","https://openalex.org/W2771505108","https://openalex.org/W2774649588","https://openalex.org/W2791920734","https://openalex.org/W2792162723","https://openalex.org/W2794297286","https://openalex.org/W2798144014","https://openalex.org/W2799281492","https://openalex.org/W2800759180","https://openalex.org/W2802875987","https://openalex.org/W2809951469","https://openalex.org/W2887316355","https://openalex.org/W2904607775","https://openalex.org/W3082754856","https://openalex.org/W3173472575","https://openalex.org/W3174456085","https://openalex.org/W3177493180","https://openalex.org/W4248245878","https://openalex.org/W4300061278"],"related_works":["https://openalex.org/W3004173571","https://openalex.org/W2546638913","https://openalex.org/W2209816623","https://openalex.org/W2968885840","https://openalex.org/W3135700974","https://openalex.org/W4313307484","https://openalex.org/W2791379413","https://openalex.org/W2086962923","https://openalex.org/W3094048663","https://openalex.org/W4319436466"],"abstract_inverted_index":{"Cyber-physical":[0],"production":[1,63,147,169],"systems":[2,170],"(CPPS),":[3],"as":[4,93,95],"an":[5,96],"emerging":[6],"Industry":[7,54],"4.0\u2019s":[8],"technology,":[9],"trigger":[10],"a":[11,69,173,179],"paradigm":[12],"shift":[13],"from":[14,125],"descriptive":[15],"to":[16,30,41,59,160],"prescriptive":[17,71],"maintenance.":[18],"In":[19],"particular,":[20],"maintenance":[21,49,72,143],"management":[22,64],"approaches":[23,44],"nowadays":[24],"are":[25,191],"more":[26,28],"and":[27,45,56,65,89,102,121,129,136,140,149,177],"transformed":[29],"(semi-)":[31],"automated":[32],"knowledge-based":[33],"decision":[34,90,133,174],"support":[35,91,134,175],"systems.":[36,152],"This":[37],"paper":[38],"is":[39,76],"intended":[40],"examine":[42],"existing":[43],"challenges":[46],"towards":[47],"rethinking":[48],"in":[50,167,188],"the":[51,60,162],"context":[52],"of":[53,62,78,107,119,164,182],"4.0":[55],"thus":[57],"contributes":[58],"literature":[61],"planning,":[66],"by":[67,171],"introducing":[68],"novel":[70],"model":[73],"(PriMa).":[74],"PriMa":[75,108,166],"comprising":[77],"four":[79],"layers":[80],"(i.e.":[81],"data":[82,85,123,127],"management,":[83],"predictive":[84],"analytic":[86],"toolbox,":[87],"recommender":[88],"dashboard":[92],"well":[94],"overarching":[97],"layer":[98],"for":[99,138],"semantic-based":[100],"learning":[101],"reasoning).":[103],"The":[104],"integrated":[105],"approach":[106],"enhances":[109],"two":[110],"functional":[111],"capabilities,":[112],"namely":[113],"i)":[114],"efficiently":[115],"processing":[116],"large":[117],"amount":[118],"multi-modal":[120],"heterogeneous":[122],"collected":[124],"multidimensional":[126],"sources":[128],"ii)":[130],"effectively":[131],"generating":[132],"measures":[135],"recommendations":[137],"improving":[139],"optimising":[141],"forthcoming":[142],"plans":[144],"correlated":[145],"with":[146],"planning":[148],"control":[150],"(PPC)":[151],"An":[153],"industry-oriented":[154],"proof-of-concept":[155],"study":[156],"has":[157],"been":[158],"conducted":[159],"explore":[161],"feasibility":[163],"applying":[165],"real":[168],"implementing":[172],"solution":[176],"achieving":[178],"significant":[180],"reduction":[181],"downtime.":[183],"Finally,":[184],"future":[185],"research":[186],"directions":[187],"this":[189],"area":[190],"outlined.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":16},{"year":2025,"cited_by_count":34},{"year":2024,"cited_by_count":34},{"year":2023,"cited_by_count":36},{"year":2022,"cited_by_count":24},{"year":2021,"cited_by_count":29},{"year":2020,"cited_by_count":29},{"year":2019,"cited_by_count":6}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
