{"id":"https://openalex.org/W4286716453","doi":"https://doi.org/10.1080/00207543.2022.2069525","title":"The ASSISTANT project: AI for high level decisions in manufacturing","display_name":"The ASSISTANT project: AI for high level decisions in manufacturing","publication_year":2022,"publication_date":"2022-07-22","ids":{"openalex":"https://openalex.org/W4286716453","doi":"https://doi.org/10.1080/00207543.2022.2069525"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2022.2069525","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2022.2069525","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03793828v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060475685","display_name":"Gabriel G. Casta\u00f1\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"G. Casta\u00f1\u00e9","raw_affiliation_strings":["Insight Centre for Data Analytics, University College Cork, Cork, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, University College Cork, Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015824343","display_name":"Alexandre Dolgui","orcid":"https://orcid.org/0000-0003-0527-4716"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]},{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"A. Dolgui","raw_affiliation_strings":["IMT Atlantique, LS2N-CNRS, Nantes, France"],"raw_orcid":"https://orcid.org/0000-0003-0527-4716","affiliations":[{"raw_affiliation_string":"IMT Atlantique, LS2N-CNRS, Nantes, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210117005","https://openalex.org/I4210127572","https://openalex.org/I97188460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075981504","display_name":"Niki Kousi","orcid":"https://orcid.org/0000-0003-4909-862X"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"N. Kousi","raw_affiliation_strings":["Laboratory for Manufacturing Systems & Automation, University of Patras, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Manufacturing Systems & Automation, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061961968","display_name":"Bart Meyers","orcid":"https://orcid.org/0000-0001-9566-8297"},"institutions":[{"id":"https://openalex.org/I4210116480","display_name":"Flanders Make (Belgium)","ror":"https://ror.org/02ndjfz59","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210116480"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"B. Meyers","raw_affiliation_strings":["CodesignS, Flanders Make vzw, Lommel, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CodesignS, Flanders Make vzw, Lommel, Belgium","institution_ids":["https://openalex.org/I4210116480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011539942","display_name":"Simon Thevenin","orcid":"https://orcid.org/0000-0002-2497-1018"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]},{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S. Thevenin","raw_affiliation_strings":["IMT Atlantique, LS2N-CNRS, Nantes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Atlantique, LS2N-CNRS, Nantes, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210117005","https://openalex.org/I4210127572","https://openalex.org/I97188460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054046073","display_name":"Eduardo Vyhmeister","orcid":"https://orcid.org/0000-0003-1922-2706"},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"E. Vyhmeister","raw_affiliation_strings":["Insight Centre for Data Analytics, University College Cork, Cork, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, University College Cork, Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028040556","display_name":"P-O. \u00d6stberg","orcid":null},"institutions":[{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"P-O. \u00d6stberg","raw_affiliation_strings":["Department of Computing Science, Ume\u00e5University / BiTi Innovations, Ume\u00e5, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Science, Ume\u00e5University / BiTi Innovations, Ume\u00e5, Sweden","institution_ids":["https://openalex.org/I90267481"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5015824343"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210117005","https://openalex.org/I4210127572","https://openalex.org/I97188460"],"apc_list":null,"apc_paid":null,"fwci":8.4506,"has_fulltext":true,"cited_by_count":83,"citation_normalized_percentile":{"value":0.9810863,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"61","issue":"7","first_page":"2288","last_page":"2306"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9990000128746033,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9990000128746033,"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9990000128746033,"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":0.9975000023841858,"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/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.49973249435424805},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4324198365211487},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42687565088272095},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.39012476801872253},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3770316243171692},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.35522621870040894},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3444901704788208},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3380335867404938}],"concepts":[{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.49973249435424805},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4324198365211487},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42687565088272095},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.39012476801872253},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3770316243171692},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.35522621870040894},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3444901704788208},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3380335867404938}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/00207543.2022.2069525","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2022.2069525","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03793828v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03793828","pdf_url":"https://hal.science/hal-03793828v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"International Journal of Production Research, 2023, 61 (7), pp.2288-2306. &#x27E8;10.1080/00207543.2022.2069525&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:61:y:2023:i:7:p:2288-2306","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2022.2069525","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03793828v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03793828","pdf_url":"https://hal.science/hal-03793828v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"International Journal of Production Research, 2023, 61 (7), pp.2288-2306. &#x27E8;10.1080/00207543.2022.2069525&#x27E9;","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G2400971680","display_name":"leArning and robuSt deciSIon SupporT systems for agile mANufacTuring environments","funder_award_id":"101000165","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4286716453.pdf","grobid_xml":"https://content.openalex.org/works/W4286716453.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1542523037","https://openalex.org/W1775522515","https://openalex.org/W2022540585","https://openalex.org/W2046074714","https://openalex.org/W2059453052","https://openalex.org/W2072525556","https://openalex.org/W2079178535","https://openalex.org/W2108924389","https://openalex.org/W2133309276","https://openalex.org/W2159875930","https://openalex.org/W2276698927","https://openalex.org/W2399834472","https://openalex.org/W2482127302","https://openalex.org/W2511059485","https://openalex.org/W2551126451","https://openalex.org/W2567289819","https://openalex.org/W2605476817","https://openalex.org/W2613864254","https://openalex.org/W2764280542","https://openalex.org/W2767874069","https://openalex.org/W2786530470","https://openalex.org/W2936741062","https://openalex.org/W2937040248","https://openalex.org/W2963778442","https://openalex.org/W2964886491","https://openalex.org/W2980472264","https://openalex.org/W3005840577","https://openalex.org/W3027826503","https://openalex.org/W3091223737","https://openalex.org/W3091835985","https://openalex.org/W3092184945","https://openalex.org/W3123413788","https://openalex.org/W3197358633","https://openalex.org/W3213633017","https://openalex.org/W4206898991"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2250039445","https://openalex.org/W2020275906","https://openalex.org/W4226519216","https://openalex.org/W4362711709","https://openalex.org/W1975378003","https://openalex.org/W2393001414","https://openalex.org/W2370405293","https://openalex.org/W2337755673","https://openalex.org/W1499852230"],"abstract_inverted_index":{"This":[0],"paper":[1],"outlines":[2],"the":[3,9,27,39,66,119],"main":[4],"idea":[5],"and":[6,13,36,52,58,87,95,106,116,129,138,147,153],"approach":[7,67],"of":[8,29,41,44,68,82,91,103,126],"H2020":[10],"ASSISTANT":[11,23,61,120],"(LeArning":[12],"robuSt":[14],"deciSIon":[15],"SupporT":[16],"systems":[17],"for":[18,32,47,55,75,110],"agile":[19],"mANufacTuring":[20],"environments)":[21],"project.":[22],"is":[24],"aimed":[25],"at":[26],"investigation":[28],"AI-based":[30],"tools":[31,62],"adaptive":[33],"manufacturing":[34,83,111,127,155],"environments,":[35],"focuses":[37],"on":[38,65],"development":[40],"a":[42,79,123,150],"set":[43,81],"digital":[45],"twins":[46],"integration":[48],"with,":[49],"management":[50],"of,":[51],"decision":[53,84,108],"support":[54],"production":[56,135],"planning":[57],"control.":[59,140],"The":[60],"are":[63,142],"based":[64],"extending":[69],"generative":[70],"design,":[71,77],"an":[72],"established":[73],"methodology":[74],"product":[76],"to":[78,88,98,144],"broader":[80],"making":[85,109],"processes;":[86],"make":[89],"use":[90],"machine":[92],"learning,":[93],"optimisation,":[94],"simulation":[96],"techniques":[97],"produce":[99],"executable":[100],"models":[101],"capable":[102],"ethical":[104],"reasoning":[105],"data-driven":[107],"systems.":[112],"Combining":[113],"human":[114],"control":[115],"accountable":[117],"AI,":[118],"toolsets":[121],"span":[122],"wide":[124],"range":[125],"processes":[128],"time":[130],"scales,":[131],"including":[132],"process":[133],"planning,":[134,136],"scheduling,":[137],"real-time":[139],"They":[141],"designed":[143],"be":[145],"adaptable":[146],"applicable":[148],"in":[149],"both":[151],"general":[152],"specific":[154],"environments.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":32},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":3}],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2025-10-10T00:00:00"}
