{"id":"https://openalex.org/W4380519902","doi":"https://doi.org/10.1017/s0890060423000112","title":"Exploring the impact of set-based concurrent engineering through multi-agent system simulation","display_name":"Exploring the impact of set-based concurrent engineering through multi-agent system simulation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4380519902","doi":"https://doi.org/10.1017/s0890060423000112"},"language":"en","primary_location":{"id":"doi:10.1017/s0890060423000112","doi":"https://doi.org/10.1017/s0890060423000112","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0890060423000112","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/000EEE5570F86DBF7C72179F3F907CD0/S0890060423000112a.pdf/div-class-title-exploring-the-impact-of-set-based-concurrent-engineering-through-multi-agent-system-simulation-div.pdf","source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/000EEE5570F86DBF7C72179F3F907CD0/S0890060423000112a.pdf/div-class-title-exploring-the-impact-of-set-based-concurrent-engineering-through-multi-agent-system-simulation-div.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046380768","display_name":"Sean C. Rismiller","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sean Rismiller","raw_affiliation_strings":["Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065865377","display_name":"Jonathan Cagan","orcid":"https://orcid.org/0000-0002-3935-9219","observed_orcids":["https://orcid.org/0000-0002-3935-9219"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jonathan Cagan","raw_affiliation_strings":["Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3935-9219","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005893539","display_name":"Christopher McComb","orcid":"https://orcid.org/0000-0002-5024-7701","observed_orcids":["https://orcid.org/0000-0002-5024-7701"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher McComb","raw_affiliation_strings":["Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065865377"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":{"value":3255,"currency":"USD","value_usd":3255},"apc_paid":{"value":3255,"currency":"USD","value_usd":3255},"fwci":1.1463,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80626407,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"37","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.9688000082969666,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T11729","display_name":"Product Development and Customization","score":0.9688000082969666,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T12000","display_name":"Systems Engineering Methodologies and Applications","score":0.02319999970495701,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10672","display_name":"Design Education and Practice","score":0.004999999888241291,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/set-based-concurrent-engineering","display_name":"set-based concurrent engineering","score":1.0},{"id":"https://openalex.org/keywords/design-process-modeling","display_name":"design process modeling","score":0.6069999933242798},{"id":"https://openalex.org/keywords/design-quality","display_name":"design quality","score":0.875},{"id":"https://openalex.org/keywords/knowledge-retention","display_name":"knowledge retention","score":0.6349999904632568}],"concepts":[{"id":"https://openalex.org/C2776543023","wikidata":"https://www.wikidata.org/wiki/Q2147046","display_name":"Rework","level":2,"score":0.7652690410614014},{"id":"https://openalex.org/C153180980","wikidata":"https://www.wikidata.org/wiki/Q19776675","display_name":"Commit","level":2,"score":0.7147155404090881},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6143657565116882},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5531623363494873},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5266135931015015},{"id":"https://openalex.org/C34972735","wikidata":"https://www.wikidata.org/wiki/Q2920267","display_name":"Engineering design process","level":2,"score":0.5240172147750854},{"id":"https://openalex.org/C78382760","wikidata":"https://www.wikidata.org/wiki/Q2288649","display_name":"Concurrent engineering","level":3,"score":0.5224881768226624},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.45867711305618286},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4302254319190979},{"id":"https://openalex.org/C48262172","wikidata":"https://www.wikidata.org/wiki/Q16908765","display_name":"Design process","level":3,"score":0.4176369905471802},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.41226255893707275},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3373314440250397},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28753215074539185},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.27499547600746155},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.09744808077812195},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.08495509624481201},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1017/s0890060423000112","doi":"https://doi.org/10.1017/s0890060423000112","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0890060423000112","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/000EEE5570F86DBF7C72179F3F907CD0/S0890060423000112a.pdf/div-class-title-exploring-the-impact-of-set-based-concurrent-engineering-through-multi-agent-system-simulation-div.pdf","source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1017/s0890060423000112","doi":"https://doi.org/10.1017/s0890060423000112","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0890060423000112","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/000EEE5570F86DBF7C72179F3F907CD0/S0890060423000112a.pdf/div-class-title-exploring-the-impact-of-set-based-concurrent-engineering-through-multi-agent-system-simulation-div.pdf","source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.428600013256073}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2401801855","display_name":null,"funder_award_id":"N66001\u201317\u20131\u20134064","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320332815","display_name":"Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4380519902.pdf","grobid_xml":"https://content.openalex.org/works/W4380519902.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W201942755","https://openalex.org/W641440079","https://openalex.org/W817923972","https://openalex.org/W1553289344","https://openalex.org/W1613296203","https://openalex.org/W1970031898","https://openalex.org/W1981198144","https://openalex.org/W1988645380","https://openalex.org/W1989318338","https://openalex.org/W1997188340","https://openalex.org/W2024972200","https://openalex.org/W2036931828","https://openalex.org/W2049119154","https://openalex.org/W2057208755","https://openalex.org/W2076721042","https://openalex.org/W2079886109","https://openalex.org/W2085830763","https://openalex.org/W2121623674","https://openalex.org/W2139249609","https://openalex.org/W2157741764","https://openalex.org/W2461384026","https://openalex.org/W2492236821","https://openalex.org/W2576286375","https://openalex.org/W2582595064","https://openalex.org/W2612500391","https://openalex.org/W2888967807","https://openalex.org/W2968058968","https://openalex.org/W3137303004","https://openalex.org/W4230167402","https://openalex.org/W4240661162"],"related_works":["https://openalex.org/W6960097961","https://openalex.org/W4386959715","https://openalex.org/W4392360806","https://openalex.org/W257391817","https://openalex.org/W3217039696","https://openalex.org/W1613296203","https://openalex.org/W2267627055","https://openalex.org/W2153586719","https://openalex.org/W3025924503","https://openalex.org/W141104562"],"abstract_inverted_index":{"Abstract":[0],"Set-based":[1],"concurrent":[2],"engineering":[3],"(SBCE),":[4],"a":[5,18,137],"process":[6,163],"that":[7,60],"develops":[8],"sets":[9],"of":[10,51,96,104],"many":[11,90,169],"design":[12,19,31,47,139],"candidates":[13],"for":[14,33,38],"each":[15,34],"subproblem":[16,35],"throughout":[17,92],"project,":[20],"proposes":[21],"several":[22],"benefits":[23,42],"compared":[24],"to":[25,53,120,133,145,167,173],"point-based":[26],"processes,":[27],"where":[28],"only":[29],"one":[30],"candidate":[32],"is":[36,143],"chosen":[37],"further":[39],"development.":[40],"These":[41],"include":[43],"reduced":[44],"rework,":[45],"improved":[46],"quality,":[48],"and":[49,67,135,151,171],"retention":[50],"knowledge":[52],"use":[54],"in":[55,63,110],"future":[56,71],"projects.":[57],"Previous":[58],"studies":[59],"introduce":[61],"SBCE":[62,74,150,160],"practice":[64],"achieved":[65],"success":[66],"had":[68],"very":[69],"positive":[70],"outlooks,":[72],"but":[73,116],"encounters":[75],"opposition":[76],"because":[77],"its":[78,153],"core":[79],"procedures":[80,106],"appear":[81],"wasteful":[82],"as":[83],"designers":[84],"must":[85],"divide":[86],"their":[87],"time":[88],"among":[89],"designs":[91],"the":[93,126],"process,":[94],"most":[95],"which":[97],"are":[98],"ultimately":[99],"not":[100],"used.":[101],"The":[102,141],"impacts":[103],"these":[105],"can":[107],"be":[108],"explored":[109],"detail":[111],"through":[112],"open-source":[113],"computational":[114],"tools,":[115],"currently":[117],"few":[118],"exist":[119],"do":[121],"this.":[122],"This":[123],"work":[124],"introduces":[125],"Point/Set-Organized":[127],"Research":[128],"Teams":[129],"(PSORT)":[130],"modeling":[131],"platform":[132,161],"simulate":[134],"analyze":[136],"set-based":[138],"process.":[140],"approach":[142],"used":[144],"verify":[146],"statements":[147],"made":[148],"about":[149],"investigate":[152],"effects":[154],"on":[155],"project":[156],"quality.":[157],"Such":[158],"an":[159],"enables":[162],"exploration":[164],"without":[165],"needing":[166],"commit":[168],"projects":[170],"resources":[172],"any":[174],"given":[175],"design.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-06-14T00:00:00"}
