{"id":"https://openalex.org/W3120336113","doi":"https://doi.org/10.1109/tase.2020.3044620","title":"Knowledge-Based Automation for Smart Manufacturing Systems","display_name":"Knowledge-Based Automation for Smart Manufacturing Systems","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3120336113","doi":"https://doi.org/10.1109/tase.2020.3044620","mag":"3120336113"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2020.3044620","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tase.2020.3044620","pdf_url":"https://ieeexplore.ieee.org/ielx7/8856/9316330/09316429.pdf","source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/8856/9316330/09316429.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071323487","display_name":"Birgit Vogel\u2010Heuser","orcid":"https://orcid.org/0000-0003-2785-8819"},"institutions":[{"id":"https://openalex.org/I4210157642","display_name":"Institute of Automation","ror":"https://ror.org/056qj1t15","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210157642","https://openalex.org/I78650965"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Birgit Vogel-Heuser","raw_affiliation_strings":["Institute of Automation and Information Systems Technical University of Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2785-8819","affiliations":[{"raw_affiliation_string":"Institute of Automation and Information Systems Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I4210157642","https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041757568","display_name":"Feng Ju","orcid":"https://orcid.org/0000-0003-3452-0795"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Ju","raw_affiliation_strings":["School of Computing, Informatics, and Decision Systems Engineering, Arizona State University, Tempe, AZ, USA"],"raw_orcid":"https://orcid.org/0000-0003-3452-0795","affiliations":[{"raw_affiliation_string":"School of Computing, Informatics, and Decision Systems Engineering, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040701753","display_name":"Cesare Fantuzzi","orcid":"https://orcid.org/0000-0002-8885-7951"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cesare Fantuzzi","raw_affiliation_strings":["Department of Sciences and Methods for Engineering, University of Modena and Reggio, Emilia, Modena, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8885-7951","affiliations":[{"raw_affiliation_string":"Department of Sciences and Methods for Engineering, University of Modena and Reggio, Emilia, Modena, Italy","institution_ids":["https://openalex.org/I122346577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100641098","display_name":"Yan Lu","orcid":"https://orcid.org/0000-0003-2927-5860"},"institutions":[{"id":"https://openalex.org/I1321296531","display_name":"National Institute of Standards and Technology","ror":"https://ror.org/05xpvk416","country_code":"US","type":"funder","lineage":["https://openalex.org/I1321296531","https://openalex.org/I1343035065"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Lu","raw_affiliation_strings":["National Institute of Standards and Technology, Gaithersburg, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Standards and Technology, Gaithersburg, MD, USA","institution_ids":["https://openalex.org/I1321296531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062796920","display_name":"Dieter Hess","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087817","display_name":"Software (Germany)","ror":"https://ror.org/004g36n56","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210087817"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dieter Hess","raw_affiliation_strings":["3S-Smart Software Solution GmbH, Kempten, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"3S-Smart Software Solution GmbH, Kempten, Germany","institution_ids":["https://openalex.org/I4210087817"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1457,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.49638736,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"18","issue":"1","first_page":"2","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.8384000062942505,"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/T10763","display_name":"Digital Transformation in Industry","score":0.8384000062942505,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.7888000011444092,"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":0.7452999949455261,"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/dependability","display_name":"Dependability","score":0.5745218396186829},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5681708455085754},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5101192593574524},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5004227161407471},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.49054497480392456},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.4339505434036255},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4274711608886719},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4206070303916931},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.346806138753891},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3409144878387451},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32272839546203613},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2784075438976288},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11508136987686157}],"concepts":[{"id":"https://openalex.org/C77019957","wikidata":"https://www.wikidata.org/wiki/Q2689057","display_name":"Dependability","level":2,"score":0.5745218396186829},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5681708455085754},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5101192593574524},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5004227161407471},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.49054497480392456},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.4339505434036255},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4274711608886719},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4206070303916931},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.346806138753891},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3409144878387451},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32272839546203613},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2784075438976288},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11508136987686157},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tase.2020.3044620","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tase.2020.3044620","pdf_url":"https://ieeexplore.ieee.org/ielx7/8856/9316330/09316429.pdf","source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:iris.unimore.it:11380/1236745","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1236745","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/tase.2020.3044620","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tase.2020.3044620","pdf_url":"https://ieeexplore.ieee.org/ielx7/8856/9316330/09316429.pdf","source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3120336113.pdf","grobid_xml":"https://content.openalex.org/works/W3120336113.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W2317016330"],"related_works":["https://openalex.org/W2169628522","https://openalex.org/W4252527915","https://openalex.org/W2409287660","https://openalex.org/W2233357156","https://openalex.org/W1976489385","https://openalex.org/W4256317220","https://openalex.org/W1506225852","https://openalex.org/W2141414364","https://openalex.org/W2068403437","https://openalex.org/W2128865566"],"abstract_inverted_index":{"Smart":[0],"manufacturing":[1,9,47,104],"is":[2,71,185],"targeted":[3],"as":[4,103,135],"the":[5,22,31,57,63,68,75,95,110,116,120,171],"next":[6],"generation":[7],"of":[8,27,74,90,97,124,188],"by":[10],"many":[11],"national":[12],"and":[13,24,30,35,53,86,109,122,131,155,165],"international":[14],"strategic":[15],"development.":[16],"The":[17],"increasingly":[18],"rich":[19],"production":[20],"data,":[21,81],"integration":[23],"extensive":[25],"application":[26],"information":[28],"technology,":[29],"intelligent":[32],"data":[33],"processing":[34],"system":[36,48],"modeling":[37],"methods":[38],"have":[39],"collectively":[40],"enabled":[41],"smart":[42],"manufacturing.":[43],"Building":[44],"upon":[45],"them,":[46],"modeling,":[49],"knowledge":[50,88,98],"acquisition,":[51],"design,":[52],"real-time":[54,152],"control":[55],"are":[56,158],"key":[58],"components":[59],"[item":[60,65],"1)":[61],"in":[62,67,143],"Appendix],":[64],"2)":[66],"Appendix].":[69],"It":[70],"still":[72],"one":[73],"really":[76],"huge":[77],"challenges":[78],"to":[79,115,159,169],"gather":[80],"transform":[82],"them":[83],"into":[84],"information,":[85,92],"derive":[87],"out":[89],"this":[91],"especially":[93],"given":[94],"requirement":[96],"that":[99],"can":[100],"be":[101,128,160],"trusted":[102],"systems":[105],"may":[106],"harm":[107],"humans":[108,167],"environment":[111],"if":[112],"they":[113],"come":[114],"wrong":[117],"conclusion.":[118],"Despite":[119],"learning":[121],"derivation":[123],"knowledge,":[125],"it":[126],"could":[127],"modeled":[129],"beforehand":[130],"taken,":[132],"for":[133,139,148,163],"example,":[134],"an":[136,186],"environmental":[137],"model":[138],"online":[140],"decisions":[141,149],"like":[142],"deliberative":[144],"agent-based":[145],"systems.":[146,191],"Nevertheless,":[147],"during":[150],"operation,":[151],"requirements,":[153],"dependability,":[154],"security":[156],"issues":[157],"guaranteed.":[161],"Finally,":[162],"acceptance":[164],"trust,":[166],"need":[168],"\u201cunderstand\u201d":[170],"reasons":[172],"behind":[173],"automated":[174],"decisions;":[175],"therefore,":[176],"explainability":[177],"or":[178],"at":[179],"least":[180],"a":[181],"white":[182],"box":[183],"description":[184],"issue":[187],"such":[189],"knowledge-based":[190]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
