{"id":"https://openalex.org/W4391382536","doi":"https://doi.org/10.1109/wsc60868.2023.10407376","title":"Modeling and Simulation for the Operative Service Delivery Planning in the Context of Product-Service Systems","display_name":"Modeling and Simulation for the Operative Service Delivery Planning in the Context of Product-Service Systems","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4391382536","doi":"https://doi.org/10.1109/wsc60868.2023.10407376"},"language":"en","primary_location":{"id":"doi:10.1109/wsc60868.2023.10407376","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc60868.2023.10407376","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Winter Simulation Conference (WSC)","raw_type":"proceedings-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/A5073735867","display_name":"Enes Alp","orcid":"https://orcid.org/0000-0002-2822-188X"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Enes Alp","raw_affiliation_strings":["Ruhr-Universit&#x00E4;t Bochum,Chair of Production Systems (LPS),Bochum,Germany,44894"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ruhr-Universit&#x00E4;t Bochum,Chair of Production Systems (LPS),Bochum,Germany,44894","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067634497","display_name":"Furkan Ercan","orcid":"https://orcid.org/0000-0003-3860-3926"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Furkan Ercan","raw_affiliation_strings":["Ruhr-Universit&#x00E4;t Bochum,Chair of Production Systems (LPS),Bochum,Germany,44894"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ruhr-Universit&#x00E4;t Bochum,Chair of Production Systems (LPS),Bochum,Germany,44894","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056446916","display_name":"Bernd Kuhlenk\u00f6tter","orcid":"https://orcid.org/0000-0002-5015-7490"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernd Kuhlenk\u00f6tter","raw_affiliation_strings":["Ruhr-Universit&#x00E4;t Bochum,Chair of Production Systems (LPS),Bochum,Germany,44894"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ruhr-Universit&#x00E4;t Bochum,Chair of Production Systems (LPS),Bochum,Germany,44894","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086633078","display_name":"Michael Herzog","orcid":"https://orcid.org/0000-0002-5693-9557"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Herzog","raw_affiliation_strings":["Ruhr-Universit&#x00E4;t Bochum,Centre for the Engineering of Smart Product-Service Systems (ZESS),Bochum,Germany,44803"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ruhr-Universit&#x00E4;t Bochum,Centre for the Engineering of Smart Product-Service Systems (ZESS),Bochum,Germany,44803","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2093,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65272092,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11114","display_name":"Service and Product Innovation","score":0.9650999903678894,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T11114","display_name":"Service and Product Innovation","score":0.9650999903678894,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/service-delivery-framework","display_name":"Service delivery framework","score":0.6781138181686401},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.6278244256973267},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6134215593338013},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.612022340297699},{"id":"https://openalex.org/keywords/service-design","display_name":"Service design","score":0.5438268184661865},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.49391013383865356},{"id":"https://openalex.org/keywords/service-product-management","display_name":"Service product management","score":0.4456885755062103},{"id":"https://openalex.org/keywords/service-system","display_name":"Service system","score":0.4423614740371704},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4331273138523102},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3469843864440918},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.204983651638031},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17311573028564453},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.08650261163711548}],"concepts":[{"id":"https://openalex.org/C68595000","wikidata":"https://www.wikidata.org/wiki/Q2274177","display_name":"Service delivery framework","level":3,"score":0.6781138181686401},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.6278244256973267},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6134215593338013},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.612022340297699},{"id":"https://openalex.org/C61063171","wikidata":"https://www.wikidata.org/wiki/Q532781","display_name":"Service design","level":4,"score":0.5438268184661865},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.49391013383865356},{"id":"https://openalex.org/C36829320","wikidata":"https://www.wikidata.org/wiki/Q7455785","display_name":"Service product management","level":5,"score":0.4456885755062103},{"id":"https://openalex.org/C15587899","wikidata":"https://www.wikidata.org/wiki/Q7455812","display_name":"Service system","level":3,"score":0.4423614740371704},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4331273138523102},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3469843864440918},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.204983651638031},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17311573028564453},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.08650261163711548},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc60868.2023.10407376","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc60868.2023.10407376","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2269539645","https://openalex.org/W1188031628","https://openalex.org/W2001350063","https://openalex.org/W2376259564","https://openalex.org/W2230507463","https://openalex.org/W2133079869","https://openalex.org/W4243713506","https://openalex.org/W2259637914","https://openalex.org/W4247942852","https://openalex.org/W2048859909"],"abstract_inverted_index":{"Accelerated":[0],"with":[1],"the":[2,5,17,21,37,50,58,61,74,87,99,112,126],"developments":[3],"in":[4,16,60,147],"context":[6],"of":[7,39,52,101,128,142],"Industry":[8],"4.0,":[9],"a":[10,69,139],"new":[11],"trend":[12],"has":[13],"established":[14],"itself":[15],"manufacturing":[18],"industry":[19],"within":[20],"last":[22],"two":[23],"decades.":[24],"Companies":[25],"started":[26],"to":[27,73,85,137],"offer":[28],"integrated":[29],"solutions":[30,103],"such":[31],"as":[32],"Product-Service":[33],"Systems":[34],"(PSS).":[35],"While":[36],"provision":[38],"PSS":[40],"enables":[41],"benefits":[42,54],"like":[43],"business":[44],"model":[45,132],"innovation":[46],"or":[47],"strengthening":[48],"competitiveness,":[49],"exploitation":[51],"these":[53,122],"depends":[55],"heavily":[56],"on":[57],"decisions":[59],"operative":[62,143],"service":[63,144],"delivery":[64,145],"planning.":[65],"This,":[66],"however,":[67],"is":[68,104],"complex":[70],"task":[71],"due":[72],"huge":[75],"solution":[76],"space.":[77],"Analytical":[78],"methods":[79],"reach":[80],"their":[81,102,109],"limitations":[82],"when":[83],"trying":[84],"find":[86],"optimal":[88],"solution.":[89],"Though":[90],"different":[91],"optimization":[92],"algorithms":[93],"were":[94],"elaborated":[95],"for":[96,111],"this":[97],"problem,":[98],"evaluation":[100,141],"overly":[105],"simplified,":[106],"and":[107,114],"thus,":[108],"expressiveness":[110],"uncertain":[113],"dynamic":[115],"reality":[116],"remains":[117],"questionable.":[118],"This":[119],"paper":[120],"addresses":[121],"issues":[123],"by":[124],"demonstrating":[125],"modeling":[127],"an":[129],"adaptive":[130],"simulation":[131],"that":[133],"can":[134],"be":[135],"used":[136],"gain":[138],"realistic":[140],"plans":[146],"PSS.":[148]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
