{"id":"https://openalex.org/W4285263700","doi":"https://doi.org/10.1007/978-3-030-99108-1_30","title":"Machine Learning and Autonomous Control\u2014A Synergy for Manufacturing","display_name":"Machine Learning and Autonomous Control\u2014A Synergy for Manufacturing","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285263700","doi":"https://doi.org/10.1007/978-3-030-99108-1_30"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-99108-1_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-99108-1_30","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},"type":"book-chapter","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/A5056262240","display_name":"Oliver Antons","orcid":"https://orcid.org/0000-0003-1696-013X"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Oliver Antons","raw_affiliation_strings":["Chair of Management Science, RWTH Aachen University, Kackertstra\u00dfe 7, 52072, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Management Science, RWTH Aachen University, Kackertstra\u00dfe 7, 52072, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074947310","display_name":"Julia C. Arlinghaus","orcid":"https://orcid.org/0000-0002-0287-2086"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julia C. Arlinghaus","raw_affiliation_strings":["Otto-von-Guericke University Magdeburg, Universit\u00e4tsplatz 2, 31904, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke University Magdeburg, Universit\u00e4tsplatz 2, 31904, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056262240"],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21424668,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"417","last_page":"428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9952999949455261,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9952999949455261,"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":0.9857000112533569,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9846000075340271,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.659879207611084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.618098795413971},{"id":"https://openalex.org/keywords/distributed-manufacturing","display_name":"Distributed manufacturing","score":0.5759434700012207},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5597450733184814},{"id":"https://openalex.org/keywords/production-planning","display_name":"Production planning","score":0.5495985746383667},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5130933523178101},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44111597537994385},{"id":"https://openalex.org/keywords/job-shop","display_name":"Job shop","score":0.4261457324028015},{"id":"https://openalex.org/keywords/production-control","display_name":"Production control","score":0.4200403094291687},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4085581302642822},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3854347765445709},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3218482732772827},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.2754535675048828},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26017850637435913},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.16324564814567566},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.10673952102661133},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.10612410306930542}],"concepts":[{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.659879207611084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.618098795413971},{"id":"https://openalex.org/C2780530572","wikidata":"https://www.wikidata.org/wiki/Q17010810","display_name":"Distributed manufacturing","level":2,"score":0.5759434700012207},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5597450733184814},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.5495985746383667},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5130933523178101},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44111597537994385},{"id":"https://openalex.org/C2777243215","wikidata":"https://www.wikidata.org/wiki/Q1493226","display_name":"Job shop","level":5,"score":0.4261457324028015},{"id":"https://openalex.org/C2780682718","wikidata":"https://www.wikidata.org/wiki/Q16321575","display_name":"Production control","level":3,"score":0.4200403094291687},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4085581302642822},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3854347765445709},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3218482732772827},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.2754535675048828},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26017850637435913},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.16324564814567566},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.10673952102661133},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.10612410306930542},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-99108-1_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-99108-1_30","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},{"id":"pmh:oai:publica.fraunhofer.de:publica/433540","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/433540","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1905367349","https://openalex.org/W1975270996","https://openalex.org/W1983124608","https://openalex.org/W1991199392","https://openalex.org/W1997920139","https://openalex.org/W2029342160","https://openalex.org/W2081779975","https://openalex.org/W2084066989","https://openalex.org/W2094189035","https://openalex.org/W2542809551","https://openalex.org/W2568172868","https://openalex.org/W2615030742","https://openalex.org/W2742335988","https://openalex.org/W2751290343","https://openalex.org/W2907627447","https://openalex.org/W2943846029","https://openalex.org/W2951465500","https://openalex.org/W3010063974","https://openalex.org/W3048943261","https://openalex.org/W3089001891","https://openalex.org/W3183224593"],"related_works":["https://openalex.org/W2527541164","https://openalex.org/W3049685949","https://openalex.org/W2613832226","https://openalex.org/W259529608","https://openalex.org/W2942061097","https://openalex.org/W248169510","https://openalex.org/W2328753299","https://openalex.org/W3172621130","https://openalex.org/W2350595441","https://openalex.org/W1530188040"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
