{"id":"https://openalex.org/W4402410046","doi":"https://doi.org/10.1515/auto-2024-0010","title":"Enabling the vision of a perpetual innovative product \u2013 predicting function fulfillment of new product generations in a circular factory","display_name":"Enabling the vision of a perpetual innovative product \u2013 predicting function fulfillment of new product generations in a circular factory","publication_year":2024,"publication_date":"2024-09-01","ids":{"openalex":"https://openalex.org/W4402410046","doi":"https://doi.org/10.1515/auto-2024-0010"},"language":"en","primary_location":{"id":"doi:10.1515/auto-2024-0010","is_oa":false,"landing_page_url":"https://doi.org/10.1515/auto-2024-0010","pdf_url":null,"source":{"id":"https://openalex.org/S4210170077","display_name":"at - Automatisierungstechnik","issn_l":"0178-2312","issn":["0178-2312","2196-677X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"at - Automatisierungstechnik","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/A5068685401","display_name":"Patric Grauberger","orcid":"https://orcid.org/0000-0002-8367-3889"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Patric Grauberger","raw_affiliation_strings":["IPEK Institute of Product Engineering , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12, 76131 Karlsruhe , Germany"],"affiliations":[{"raw_affiliation_string":"IPEK Institute of Product Engineering , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12, 76131 Karlsruhe , Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090004754","display_name":"Matthias D\u00f6rr","orcid":null},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias D\u00f6rr","raw_affiliation_strings":["IPEK Institute of Product Engineering , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12, 76131 Karlsruhe , Germany"],"affiliations":[{"raw_affiliation_string":"IPEK Institute of Product Engineering , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12, 76131 Karlsruhe , Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046200607","display_name":"Gisela Lanza","orcid":"https://orcid.org/0000-0002-0481-4613"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gisela Lanza","raw_affiliation_strings":["wbk Institute of Product Science , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12 , 76131 Karlsruhe , Germany"],"affiliations":[{"raw_affiliation_string":"wbk Institute of Product Science , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12 , 76131 Karlsruhe , Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007908695","display_name":"Jan-Philipp Kaiser","orcid":"https://orcid.org/0000-0002-4164-1731"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan-Philipp Kaiser","raw_affiliation_strings":["wbk Institute of Product Science , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12 , 76131 Karlsruhe , Germany"],"affiliations":[{"raw_affiliation_string":"wbk Institute of Product Science , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12 , 76131 Karlsruhe , Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005025136","display_name":"Albert Albers","orcid":"https://orcid.org/0000-0001-5432-704X"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Albert Albers","raw_affiliation_strings":["IPEK Institute of Product Engineering , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12, 76131 Karlsruhe , Germany"],"affiliations":[{"raw_affiliation_string":"IPEK Institute of Product Engineering , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12, 76131 Karlsruhe , Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080310228","display_name":"Tobias D\u00fcser","orcid":"https://orcid.org/0009-0005-6652-2818"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias D\u00fcser","raw_affiliation_strings":["IPEK Institute of Product Engineering , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12, 76131 Karlsruhe , Germany"],"affiliations":[{"raw_affiliation_string":"IPEK Institute of Product Engineering , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12, 76131 Karlsruhe , Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092430188","display_name":"Leonard Tusch","orcid":"https://orcid.org/0000-0003-2564-485X"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Leonard Tusch","raw_affiliation_strings":["IPEK Institute of Product Engineering , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12, 76131 Karlsruhe , Germany"],"affiliations":[{"raw_affiliation_string":"IPEK Institute of Product Engineering , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12, 76131 Karlsruhe , Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092430187","display_name":"Moritz Seidler","orcid":null},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Moritz Seidler","raw_affiliation_strings":["IPEK Institute of Product Engineering , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12, 76131 Karlsruhe , Germany"],"affiliations":[{"raw_affiliation_string":"IPEK Institute of Product Engineering , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12, 76131 Karlsruhe , Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071899106","display_name":"Stefan Dietrich","orcid":"https://orcid.org/0000-0002-2955-4125"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Dietrich","raw_affiliation_strings":["wbk Institute of Product Science , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12 , 76131 Karlsruhe , Germany"],"affiliations":[{"raw_affiliation_string":"wbk Institute of Product Science , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12 , 76131 Karlsruhe , Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051804264","display_name":"Volker Schulze","orcid":"https://orcid.org/0000-0003-2428-4127"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Volker Schulze","raw_affiliation_strings":["wbk Institute of Product Science , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12 , 76131 Karlsruhe , Germany"],"affiliations":[{"raw_affiliation_string":"wbk Institute of Product Science , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12 , 76131 Karlsruhe , Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045237635","display_name":"Sven Matthiesen","orcid":"https://orcid.org/0000-0001-5978-694X"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sven Matthiesen","raw_affiliation_strings":["IPEK Institute of Product Engineering , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12, 76131 Karlsruhe , Germany"],"affiliations":[{"raw_affiliation_string":"IPEK Institute of Product Engineering , Karlsruhe Institute of Technology (KIT), Kaiserstr. 12, 76131 Karlsruhe , Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5068685401"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":2.304,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.9044188,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"72","issue":"9","first_page":"815","last_page":"828"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9915000200271606,"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/T14306","display_name":"Technology Assessment and Management","score":0.9868000149726868,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.7812749147415161},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.6411189436912537},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5521062612533569},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.5177615880966187},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4306240677833557},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3171674311161041},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09872949123382568}],"concepts":[{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.7812749147415161},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6411189436912537},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5521062612533569},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.5177615880966187},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4306240677833557},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3171674311161041},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09872949123382568},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1515/auto-2024-0010","is_oa":false,"landing_page_url":"https://doi.org/10.1515/auto-2024-0010","pdf_url":null,"source":{"id":"https://openalex.org/S4210170077","display_name":"at - Automatisierungstechnik","issn_l":"0178-2312","issn":["0178-2312","2196-677X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"at - Automatisierungstechnik","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G579273982","display_name":null,"funder_award_id":"AgiProbot","funder_id":"https://openalex.org/F4320309895","funder_display_name":"Carl-Zeiss-Stiftung"}],"funders":[{"id":"https://openalex.org/F4320309895","display_name":"Carl-Zeiss-Stiftung","ror":"https://ror.org/03ng4kg22"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W135115581","https://openalex.org/W2071026930","https://openalex.org/W2143434075","https://openalex.org/W2162520434","https://openalex.org/W2342540942","https://openalex.org/W2605428484","https://openalex.org/W2739105800","https://openalex.org/W2889011212","https://openalex.org/W2971445253","https://openalex.org/W2994087695","https://openalex.org/W3012041784","https://openalex.org/W3037707909","https://openalex.org/W3110711460","https://openalex.org/W3156590711","https://openalex.org/W4200370154","https://openalex.org/W4220815083","https://openalex.org/W4248306335","https://openalex.org/W4250636478","https://openalex.org/W4281634500","https://openalex.org/W4285265801","https://openalex.org/W4360982812"],"related_works":["https://openalex.org/W2384486034","https://openalex.org/W2325500789","https://openalex.org/W602415246","https://openalex.org/W2378496626","https://openalex.org/W2462792858","https://openalex.org/W157609714","https://openalex.org/W583571217","https://openalex.org/W2391953735","https://openalex.org/W2754952496","https://openalex.org/W2141261139"],"abstract_inverted_index":{"Abstract":[0],"The":[1,31],"need":[2],"for":[3,19,50,130,139,243],"sustainability":[4],"is":[5,33,146,241],"driving":[6],"the":[7,17,25,65,75,92,111,135,187,209,219,227,244,260,271,280,286],"transition":[8],"from":[9,37],"linear":[10],"to":[11,46,148,159,236,265,269,276,285],"circular":[12],"production.":[13],"Customers,":[14],"driven":[15],"by":[16,154],"desire":[18],"innovation,":[20],"prefer":[21],"new":[22,59],"products":[23,36,52,73,275],"with":[24,88],"latest":[26],"cutting-edge":[27],"functions":[28],"and":[29,53,69,85,121,126,132,137,165,181,204,283],"design.":[30],"problem":[32,66,82],"that":[34,238],"used":[35,72],"older":[38],"product":[39,77,156,192],"generations":[40],"are":[41,117,172],"hence":[42],"less":[43,55],"attractive,":[44],"leading":[45],"a":[47,89,103,178,182,197,205,223,290],"limited":[48],"market":[49,282],"remanufactured":[51],"generating":[54],"revenue":[56],"than":[57],"their":[58],"counterparts.":[60],"Therefore,":[61],"this":[62,81],"research":[63],"addresses":[64],"of":[67,83,123,134,163,170,190,200,211,229,248,256,273,288],"reprocessing":[68,84],"technologically":[70],"updating":[71,87],"into":[74],"newest":[76],"generation.":[78],"To":[79],"address":[80,149],"technological":[86],"Circular":[90,104,140,224,261],"Factory,":[91],"product\u2019s":[93],"function":[94,112,157],"fulfillment":[95,113,158],"must":[96,114],"be":[97,115],"predicted":[98,116],"in":[99,102,109,222],"different":[100,168],"situations":[101],"Factory.":[105],"Three":[106],"key":[107,152],"challenges":[108,153],"which":[110],"identified":[118],"as:":[119],"Analysis":[120],"Diagnostics":[122],"Used":[124],"Products":[125],"Subsystems":[127],",":[128,177],"Prediction":[129],"Pairing":[131],"Reprocess":[133],"Embodiment":[136],"Design":[138],"Factory":[141,225,262],".":[142],"A":[143,174,214],"model-based":[144],"approach":[145],"presented":[147],"these":[150,249,257],"three":[151],"predicting":[155],"enable":[160,277],"cross-generational":[161],"use":[162],"subsystems":[164],"components.":[166],"Five":[167],"types":[169],"models":[171,250,258],"proposed:":[173],"Functional":[175],"Model":[176,180,185],"Reliability":[179],"Reference":[183],"Architecture":[184],"at":[186,208],"high":[188],"level":[189,210],"general":[191],"modeling,":[193],"as":[194,196],"well":[195],"Digital":[198],"Twin":[199],"an":[201,230],"object":[202],"instance":[203],"Tolerance":[206],"Scheme":[207],"individual":[212],"instances.":[213],"theoretical":[215],"case":[216],"study":[217],"shows":[218],"possible":[220],"application":[221,255],"using":[226],"example":[228],"angle":[231],"grinder.":[232],"However,":[233],"it\u2019s":[234],"essential":[235],"acknowledge":[237],"substantial":[239],"work":[240],"needed":[242],"enhancement":[245],"or":[246],"development":[247],"before":[251],"practical":[252],"application.":[253],"Successful":[254],"allows":[259],"not":[263],"only":[264],"maintain":[266],"but":[267],"also":[268],"increase":[270],"value":[272],"reprocessed":[274],"offering":[278],"on":[279],"primary":[281],"contribute":[284],"vision":[287],"realizing":[289],"perpetual":[291],"innovative":[292],"product.":[293]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}