{"id":"https://openalex.org/W2471335885","doi":"https://doi.org/10.1080/00207543.2016.1207817","title":"Automated experience-based learning for plug and produce assembly systems","display_name":"Automated experience-based learning for plug and produce assembly systems","publication_year":2016,"publication_date":"2016-07-14","ids":{"openalex":"https://openalex.org/W2471335885","doi":"https://doi.org/10.1080/00207543.2016.1207817","mag":"2471335885"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2016.1207817","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2016.1207817","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"],"host_organization_lineage_names":["Taylor & Francis"],"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://bradscholars.brad.ac.uk/bitstreams/32c65400-05da-4910-a979-99433e768312/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039323341","display_name":"Daniele Scrimieri","orcid":"https://orcid.org/0000-0002-1301-4087"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Daniele Scrimieri","raw_affiliation_strings":["Department of Mechanical, Materials and Manufacturing Engineering, University of Nottingham, Nottingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical, Materials and Manufacturing Engineering, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075933422","display_name":"Nikolas Antzoulatos","orcid":null},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nikolas Antzoulatos","raw_affiliation_strings":["Department of Mechanical, Materials and Manufacturing Engineering, University of Nottingham, Nottingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical, Materials and Manufacturing Engineering, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045946017","display_name":"Elkin Castro","orcid":null},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Elkin Castro","raw_affiliation_strings":["Department of Mechanical, Materials and Manufacturing Engineering, University of Nottingham, Nottingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical, Materials and Manufacturing Engineering, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048525765","display_name":"Svetan Ratchev","orcid":"https://orcid.org/0000-0001-9955-2806"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Svetan M. Ratchev","raw_affiliation_strings":["Department of Mechanical, Materials and Manufacturing Engineering, University of Nottingham, Nottingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical, Materials and Manufacturing Engineering, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039323341"],"corresponding_institution_ids":["https://openalex.org/I142263535"],"apc_list":null,"apc_paid":null,"fwci":0.8203,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.77656904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"55","issue":"13","first_page":"3674","last_page":"3685"},"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9973000288009644,"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/T11729","display_name":"Product Development and Customization","score":0.9932000041007996,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.787334144115448},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.7407337427139282},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5812459588050842},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.49021536111831665},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4653528332710266},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4589593708515167},{"id":"https://openalex.org/keywords/plug-in","display_name":"Plug-in","score":0.4556858539581299},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4551751911640167},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.43018242716789246},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4011843800544739},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3502466678619385},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.33195334672927856},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3204110562801361}],"concepts":[{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.787334144115448},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.7407337427139282},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5812459588050842},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.49021536111831665},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4653528332710266},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4589593708515167},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.4556858539581299},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4551751911640167},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.43018242716789246},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4011843800544739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3502466678619385},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.33195334672927856},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3204110562801361},{"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/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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/00207543.2016.1207817","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2016.1207817","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"],"host_organization_lineage_names":["Taylor & Francis"],"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:bradscholars.brad.ac.uk:10454/17716","is_oa":true,"landing_page_url":"http://hdl.handle.net/10454/17716","pdf_url":"https://bradscholars.brad.ac.uk/bitstreams/32c65400-05da-4910-a979-99433e768312/download","source":{"id":"https://openalex.org/S4306401846","display_name":"Bradford Scholars (University of Bradford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139894009","host_organization_name":"University of Bradford","host_organization_lineage":["https://openalex.org/I139894009"],"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"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:55:y:2017:i:13:p:3674-3685","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2016.1207817","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"},{"id":"pmh:oai:nottingham-repository.worktribe.com:1115895","is_oa":false,"landing_page_url":"https://nottingham-repository.worktribe.com/output/1115895","pdf_url":null,"source":{"id":"https://openalex.org/S4306402483","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:bradscholars.brad.ac.uk:10454/17716","is_oa":true,"landing_page_url":"http://hdl.handle.net/10454/17716","pdf_url":"https://bradscholars.brad.ac.uk/bitstreams/32c65400-05da-4910-a979-99433e768312/download","source":{"id":"https://openalex.org/S4306401846","display_name":"Bradford Scholars (University of Bradford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139894009","host_organization_name":"University of Bradford","host_organization_lineage":["https://openalex.org/I139894009"],"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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6674034919","display_name":"Plug and PRoduce Intelligent Multi Agent Environment based on Standard Technology","funder_award_id":"314762","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2471335885.pdf","grobid_xml":"https://content.openalex.org/works/W2471335885.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W103117199","https://openalex.org/W148011612","https://openalex.org/W157115167","https://openalex.org/W338267826","https://openalex.org/W577145255","https://openalex.org/W599776289","https://openalex.org/W653982549","https://openalex.org/W1515783015","https://openalex.org/W1549998098","https://openalex.org/W1600739826","https://openalex.org/W1827261456","https://openalex.org/W1978344510","https://openalex.org/W1991144381","https://openalex.org/W2002892687","https://openalex.org/W2022143139","https://openalex.org/W2025830363","https://openalex.org/W2030395122","https://openalex.org/W2036154562","https://openalex.org/W2048725220","https://openalex.org/W2069217546","https://openalex.org/W2072044896","https://openalex.org/W2072923839","https://openalex.org/W2076035473","https://openalex.org/W2084880958","https://openalex.org/W2088176323","https://openalex.org/W2090641838","https://openalex.org/W2096656774","https://openalex.org/W2140653817","https://openalex.org/W2142257227","https://openalex.org/W2150984526","https://openalex.org/W2160339022","https://openalex.org/W2162694640","https://openalex.org/W2163952039","https://openalex.org/W2345526185","https://openalex.org/W2396662468","https://openalex.org/W2558592895","https://openalex.org/W2595993238","https://openalex.org/W3170916067","https://openalex.org/W4244238212","https://openalex.org/W4300097798"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W2047454415","https://openalex.org/W2070040999","https://openalex.org/W2387293848","https://openalex.org/W3121791438","https://openalex.org/W2250140200"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,191],"self-learning":[4,99],"technique":[5,13,100],"for":[6,113],"adapting":[7],"modular":[8,103],"automated":[9],"assembly":[10,29,107,146],"systems.":[11,161],"The":[12,94],"consists":[14],"of":[15,88,105,125,182],"automatically":[16],"analysing":[17],"sensor":[18],"data":[19],"and":[20,70,80,97,109,115,127,133,173,184],"acquiring":[21],"experience":[22,84,95],"on":[23,27,91,149,168],"the":[24,61,77,83,89,98,102,106,139,144,174],"changes":[25,67],"made":[26],"an":[28,169],"system":[30,92],"to":[31,38,51,121,143],"cope":[32],"with":[33,178],"new":[34],"production":[35],"requirements":[36],"or":[37],"recover":[39],"from":[40,138],"disruptions.":[41],"Experience":[42],"is":[43,49],"generalised":[44],"into":[45,159],"operational":[46],"knowledge":[47],"that":[48],"used":[50],"aid":[52],"engineers":[53],"in":[54,82,190],"future":[55],"adaptations":[56,181],"by":[57],"guiding":[58],"them":[59],"throughout":[60],"process.":[62],"At":[63],"each":[64],"step,":[65],"applicable":[66],"are":[68,110,119,157],"presented":[69],"ranked":[71],"based":[72],"on:":[73],"(1)":[74],"similarity":[75],"between":[76],"current":[78],"context":[79],"those":[81],"base;":[85],"(2)":[86],"estimate":[87],"impact":[90],"performance.":[93],"model":[96],"reflect":[101],"structure":[104],"machine":[108],"particularly":[111],"suitable":[112],"plug":[114,183],"produce":[116,185],"systems,":[117],"which":[118],"designed":[120],"offer":[122],"high":[123],"levels":[124],"self-organisation":[126],"adaptability.":[128],"Adaptations":[129],"can":[130,152,187],"be":[131,153,188],"performed":[132,189],"evaluated":[134],"at":[135],"different":[136],"levels:":[137],"smallest":[140],"pluggable":[141],"unit":[142],"whole":[145],"system.":[147],"Knowledge":[148],"individual":[150],"modules":[151,156],"reused":[154],"when":[155],"plugged":[158],"other":[160],"An":[162],"experimental":[163],"evaluation":[164],"has":[165],"been":[166],"conducted":[167],"industrial":[170],"case":[171],"study":[172],"results":[175],"show":[176],"that,":[177],"experience-based":[179],"learning,":[180],"systems":[186],"shorter":[192],"time.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
