{"id":"https://openalex.org/W3197504064","doi":"https://doi.org/10.1007/978-3-030-85914-5_61","title":"AI and BD in Process Industry: A Literature Review with an Operational Perspective","display_name":"AI and BD in Process Industry: A Literature Review with an Operational Perspective","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3197504064","doi":"https://doi.org/10.1007/978-3-030-85914-5_61","mag":"3197504064"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-85914-5_61","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-85914-5_61","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-03897858","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021738036","display_name":"Rosanna Fornasiero","orcid":"https://orcid.org/0000-0002-7198-2254"},"institutions":[{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rosanna Fornasiero","raw_affiliation_strings":["CNR-IEIIT, Padova, Italy","Institute of Electronics, Computer and Telecommunication Engineering [Padova]"],"raw_orcid":"https://orcid.org/0000-0002-7198-2254","affiliations":[{"raw_affiliation_string":"CNR-IEIIT, Padova, Italy","institution_ids":["https://openalex.org/I4210100607"]},{"raw_affiliation_string":"Institute of Electronics, Computer and Telecommunication Engineering [Padova]","institution_ids":["https://openalex.org/I4210100607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080487472","display_name":"David Nettleton","orcid":"https://orcid.org/0000-0002-5852-7716"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I4210115818","display_name":"IRIS Technology Solutions (Spain)","ror":"https://ror.org/01fpz6759","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210115818"]}],"countries":["ES","US"],"is_corresponding":false,"raw_author_name":"David F. Nettleton","raw_affiliation_strings":["IRIS Technology Solutions S.L., Cornell\u00e0 de Llobregat, Barcelona, Spain","IRIS Technology Solutions"],"raw_orcid":"https://orcid.org/0000-0002-5852-7716","affiliations":[{"raw_affiliation_string":"IRIS Technology Solutions S.L., Cornell\u00e0 de Llobregat, Barcelona, Spain","institution_ids":["https://openalex.org/I4210115818","https://openalex.org/I205783295"]},{"raw_affiliation_string":"IRIS Technology Solutions","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085436986","display_name":"Lorenz Kiebler","orcid":"https://orcid.org/0000-0002-7348-4611"},"institutions":[{"id":"https://openalex.org/I4210098062","display_name":"Fraunhofer Institute for Material Flow and Logistics","ror":"https://ror.org/00z7dje19","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210098062","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lorenz Kiebler","raw_affiliation_strings":["Fraunhofer Institute for Material Flow and Logistics IML, Dortmund, Germany","Fraunhofer Institute for Material Flow and Logistics"],"raw_orcid":"https://orcid.org/0000-0002-7348-4611","affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Material Flow and Logistics IML, Dortmund, Germany","institution_ids":["https://openalex.org/I4210098062"]},{"raw_affiliation_string":"Fraunhofer Institute for Material Flow and Logistics","institution_ids":["https://openalex.org/I4210098062"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007900229","display_name":"Alicia Mart\u00ednez de Yuso","orcid":"https://orcid.org/0000-0001-8493-9784"},"institutions":[{"id":"https://openalex.org/I4210121148","display_name":"Zaragoza Logistics Center","ror":"https://ror.org/02tpwnr26","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210121148"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alicia Martinez de Yuso","raw_affiliation_strings":["Zaragoza Logistics Center, Zaragoza, Spain","Zaragoza Logistics Center"],"raw_orcid":"https://orcid.org/0000-0001-8493-9784","affiliations":[{"raw_affiliation_string":"Zaragoza Logistics Center, Zaragoza, Spain","institution_ids":["https://openalex.org/I4210121148"]},{"raw_affiliation_string":"Zaragoza Logistics Center","institution_ids":["https://openalex.org/I4210121148"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026048147","display_name":"Chiara Eleonora De Marco","orcid":"https://orcid.org/0000-0003-3151-3768"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chiara Eleonora De Marco","raw_affiliation_strings":["CiaoTech s.r.l. \u2013 PNO Group, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3151-3768","affiliations":[{"raw_affiliation_string":"CiaoTech s.r.l. \u2013 PNO Group, Milan, Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.9173,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.95747451,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"576","last_page":"585"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9904000163078308,"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"}},"topics":[{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9904000163078308,"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"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9325000047683716,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9323999881744385,"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/perspective","display_name":"Perspective (graphical)","score":0.7350798845291138},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4658302664756775},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.35448020696640015},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33379751443862915},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3255360424518585},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16404655575752258}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.7350798845291138},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4658302664756775},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35448020696640015},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33379751443862915},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3255360424518585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16404655575752258},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-85914-5_61","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-85914-5_61","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-03897858v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03897858","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IFIP International Conference on Advances in Production Management Systems (APMS), Sep 2021, Nantes, France. pp.576-585, ⟨10.1007/978-3-030-85914-5_61⟩","raw_type":"Conference papers"},{"id":"pmh:oai:fraunhofer.de:N-641307","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-641307.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (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":"Fraunhofer IML","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/412704","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/412704","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":{"id":"pmh:oai:HAL:hal-03897858v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03897858","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IFIP International Conference on Advances in Production Management Systems (APMS), Sep 2021, Nantes, France. pp.576-585, ⟨10.1007/978-3-030-85914-5_61⟩","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6600000262260437,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W226566298","https://openalex.org/W977589706","https://openalex.org/W1084178021","https://openalex.org/W2327740010","https://openalex.org/W2551820664","https://openalex.org/W2605579552","https://openalex.org/W2617707761","https://openalex.org/W2619030265","https://openalex.org/W2736778032","https://openalex.org/W2743707033","https://openalex.org/W2769929350","https://openalex.org/W2791507323","https://openalex.org/W2799780169","https://openalex.org/W2799907303","https://openalex.org/W2803868933","https://openalex.org/W2898603018","https://openalex.org/W2899799452","https://openalex.org/W2905787772","https://openalex.org/W2915036679","https://openalex.org/W2919788661","https://openalex.org/W2946303463","https://openalex.org/W2947534487","https://openalex.org/W2967389626","https://openalex.org/W2969032652","https://openalex.org/W2969978421","https://openalex.org/W2975371239","https://openalex.org/W2981545096","https://openalex.org/W2990979280","https://openalex.org/W2991558378","https://openalex.org/W3005444529","https://openalex.org/W3006173922","https://openalex.org/W3009077467","https://openalex.org/W3009709429","https://openalex.org/W3018495088","https://openalex.org/W3032826272","https://openalex.org/W3046376004","https://openalex.org/W3048815315","https://openalex.org/W3083186111","https://openalex.org/W3097050455"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2149537132","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W1670566515","https://openalex.org/W641279757","https://openalex.org/W370975646","https://openalex.org/W2382290278"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}