{"id":"https://openalex.org/W4391114897","doi":"https://doi.org/10.1145/3633598.3633622","title":"Generic and scalable multi-layered architecture for Digital Twin implementation in industrial processes: Mineral Processing case study","display_name":"Generic and scalable multi-layered architecture for Digital Twin implementation in industrial processes: Mineral Processing case study","publication_year":2023,"publication_date":"2023-10-13","ids":{"openalex":"https://openalex.org/W4391114897","doi":"https://doi.org/10.1145/3633598.3633622"},"language":"en","primary_location":{"id":"doi:10.1145/3633598.3633622","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3633598.3633622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 7th International Conference on Advances in Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","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/A5087237189","display_name":"Oussama Hasidi","orcid":"https://orcid.org/0000-0001-6706-8729"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]},{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Oussama Hasidi","raw_affiliation_strings":["Computer Science Departement, Computer Systems Engineering Laboratory, Cadi Ayyad University, Morocco and Analytics Lab, Mohammed VI Polytechnic University, Morocco"],"raw_orcid":"https://orcid.org/0000-0001-6706-8729","affiliations":[{"raw_affiliation_string":"Computer Science Departement, Computer Systems Engineering Laboratory, Cadi Ayyad University, Morocco and Analytics Lab, Mohammed VI Polytechnic University, Morocco","institution_ids":["https://openalex.org/I4210131560","https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034603156","display_name":"El Hassan Abdelwahed","orcid":"https://orcid.org/0000-0002-2786-6707"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"El Hassan Abdelwahed","raw_affiliation_strings":["Computer Science Departement, Computer Systems Engineering Laboratory, Cadi Ayyad University, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-2786-6707","affiliations":[{"raw_affiliation_string":"Computer Science Departement, Computer Systems Engineering Laboratory, Cadi Ayyad University, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069940935","display_name":"Aimad Qazdar","orcid":"https://orcid.org/0000-0001-6365-4691"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Aimad Qazdar","raw_affiliation_strings":["ESTIDMA Laboratory, Ibn Zohr University, Morocco"],"raw_orcid":"https://orcid.org/0000-0001-6365-4691","affiliations":[{"raw_affiliation_string":"ESTIDMA Laboratory, Ibn Zohr University, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093764699","display_name":"Moulay Abdellah El Alaoui-Chrifi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Moulay Abdellah El Alaoui-Chrifi","raw_affiliation_strings":["R&D and Engineering center, Reminex, Managem Group, Morocco"],"raw_orcid":"https://orcid.org/0009-0004-2535-1170","affiliations":[{"raw_affiliation_string":"R&D and Engineering center, Reminex, Managem Group, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010788585","display_name":"Intissar Benzakour","orcid":"https://orcid.org/0000-0002-6874-3535"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Intissar Benzakour","raw_affiliation_strings":["R&D and Engineering center, Reminex, Managem Group, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-6874-3535","affiliations":[{"raw_affiliation_string":"R&D and Engineering center, Reminex, Managem Group, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093764700","display_name":"Rachida Chahid","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rachida Chahid","raw_affiliation_strings":["R&D and Engineering center, Reminex, Managem Group, Morocco"],"raw_orcid":"https://orcid.org/0009-0008-7147-2570","affiliations":[{"raw_affiliation_string":"R&D and Engineering center, Reminex, Managem Group, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031565845","display_name":"Ahmed Bendaouia","orcid":"https://orcid.org/0000-0003-0017-9285"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ahmed Bendaouia","raw_affiliation_strings":["Computer Science Departement, Computer Systems Engineering Laboratory, Cadi Ayyad University, Morocco and SEIA Departement, MAScIR, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-0017-9285","affiliations":[{"raw_affiliation_string":"Computer Science Departement, Computer Systems Engineering Laboratory, Cadi Ayyad University, Morocco and SEIA Departement, MAScIR, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081880060","display_name":"Fran\u00e7ois Bourzeix","orcid":"https://orcid.org/0000-0002-0475-2504"},"institutions":[{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois Bourzeix","raw_affiliation_strings":["Analytics Lab, Mohammed VI Polytechnic University, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-0475-2504","affiliations":[{"raw_affiliation_string":"Analytics Lab, Mohammed VI Polytechnic University, Morocco","institution_ids":["https://openalex.org/I4210131560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3762,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69997103,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"54","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9984999895095825,"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":0.9984999895095825,"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":0.911300003528595,"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/workflow","display_name":"Workflow","score":0.7303285598754883},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6725262403488159},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6063798666000366},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4627838730812073},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4384329617023468},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41568344831466675},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.4149419069290161},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3498404920101166},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23056888580322266},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2231658697128296}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7303285598754883},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6725262403488159},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6063798666000366},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4627838730812073},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4384329617023468},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41568344831466675},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.4149419069290161},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3498404920101166},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23056888580322266},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2231658697128296},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3633598.3633622","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3633598.3633622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 7th International Conference on Advances in Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"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":20,"referenced_works":["https://openalex.org/W2047355416","https://openalex.org/W2755214325","https://openalex.org/W2786100634","https://openalex.org/W2890904471","https://openalex.org/W2904138018","https://openalex.org/W2910258701","https://openalex.org/W2910597635","https://openalex.org/W3005323329","https://openalex.org/W3015896415","https://openalex.org/W3167255650","https://openalex.org/W3170007016","https://openalex.org/W3198901528","https://openalex.org/W3213039526","https://openalex.org/W3215543302","https://openalex.org/W4200612054","https://openalex.org/W4226044187","https://openalex.org/W4291002447","https://openalex.org/W4313349038","https://openalex.org/W4313349389","https://openalex.org/W4384398275"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W188202134","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W4255934811","https://openalex.org/W2465382974","https://openalex.org/W3181407718"],"abstract_inverted_index":{"Digitalization":[0],"is":[1,126],"crucial":[2],"for":[3,53,79,117],"achieving":[4],"product":[5],"quality,":[6],"cost":[7],"reduction,":[8],"and":[9,33,51,68,105],"timely":[10],"delivery":[11],"in":[12,83,122],"manufacturing.":[13],"With":[14],"the":[15,118,123,130],"rise":[16],"of":[17,99],"Industry":[18],"4.0,":[19],"Digital":[20,37,58,81,100,115],"Twin":[21,116],"technology":[22],"has":[23],"gained":[24],"popularity,":[25],"enabling":[26],"real-time":[27],"monitoring,":[28],"predictive":[29],"maintenance,":[30],"process":[31,121],"optimization,":[32],"assumption":[34],"testing.":[35],"Manufacturing":[36],"Twins":[38,59,82],"utilize":[39],"digital":[40],"models":[41],"to":[42,64,90],"represent":[43],"physical":[44],"processes,":[45],"facilitating":[46],"continuous":[47],"simulation,":[48],"interaction,":[49],"correction,":[50],"optimization":[52],"autonomous":[54],"control.":[55],"However,":[56],"implementing":[57,113],"can":[60,87],"be":[61,88],"challenging":[62],"due":[63],"diverse":[65],"data":[66],"requirements":[67],"multiple":[69],"services.":[70],"This":[71],"paper":[72,95],"proposes":[73],"a":[74,109,114],"scalable,":[75],"service-oriented":[76],"multi-layered":[77],"architecture":[78],"developing":[80],"mineral":[84],"processing,":[85],"which":[86],"adapted":[89],"other":[91],"manufacturing":[92],"systems.":[93],"The":[94],"provides":[96],"an":[97],"overview":[98],"Twins,":[101],"their":[102],"data-centric":[103],"workflow,":[104],"industrial":[106],"applications.":[107],"Additionally,":[108],"case":[110],"study":[111],"on":[112,129],"froth":[119],"flotation":[120],"mining":[124],"industry":[125],"presented":[127],"based":[128],"proposed":[131],"architecture.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}