{"id":"https://openalex.org/W3182922243","doi":"https://doi.org/10.3390/s21144656","title":"Automation Pyramid as Constructor for a Complete Digital Twin, Case Study: A Didactic Manufacturing System","display_name":"Automation Pyramid as Constructor for a Complete Digital Twin, Case Study: A Didactic Manufacturing System","publication_year":2021,"publication_date":"2021-07-07","ids":{"openalex":"https://openalex.org/W3182922243","doi":"https://doi.org/10.3390/s21144656","mag":"3182922243","pmid":"https://pubmed.ncbi.nlm.nih.gov/34300396"},"language":"en","primary_location":{"id":"doi:10.3390/s21144656","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21144656","pdf_url":"https://www.mdpi.com/1424-8220/21/14/4656/pdf?version=1625655804","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/14/4656/pdf?version=1625655804","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020765338","display_name":"Edwin Mauricio Martinez","orcid":null},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Edwin Mauricio Martinez","raw_affiliation_strings":["Tecnol\u00f3gico de Monterrey, Department of Mechatronics, School of Engineering and Sciences, Mexico City Campus, Calle del Puente 222, Tlalpan, M\u00e9xico City 14380, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico de Monterrey, Department of Mechatronics, School of Engineering and Sciences, Mexico City Campus, Calle del Puente 222, Tlalpan, M\u00e9xico City 14380, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085636293","display_name":"Pedro Ponce","orcid":"https://orcid.org/0000-0001-7035-5286"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Pedro Ponce","raw_affiliation_strings":["Tecnol\u00f3gico de Monterrey, Department of Mechatronics, School of Engineering and Sciences, Mexico City Campus, Calle del Puente 222, Tlalpan, M\u00e9xico City 14380, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-7035-5286","affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico de Monterrey, Department of Mechatronics, School of Engineering and Sciences, Mexico City Campus, Calle del Puente 222, Tlalpan, M\u00e9xico City 14380, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022630868","display_name":"Israel Macias","orcid":"https://orcid.org/0000-0002-8793-6041"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Israel Macias","raw_affiliation_strings":["Tecnol\u00f3gico de Monterrey, Department of Mechatronics, School of Engineering and Sciences, Mexico City Campus, Calle del Puente 222, Tlalpan, M\u00e9xico City 14380, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico de Monterrey, Department of Mechatronics, School of Engineering and Sciences, Mexico City Campus, Calle del Puente 222, Tlalpan, M\u00e9xico City 14380, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031707583","display_name":"Arturo Molina","orcid":"https://orcid.org/0000-0001-5461-2879"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Arturo Molina","raw_affiliation_strings":["Tecnol\u00f3gico de Monterrey, Department of Mechatronics, School of Engineering and Sciences, Mexico City Campus, Calle del Puente 222, Tlalpan, M\u00e9xico City 14380, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-5461-2879","affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico de Monterrey, Department of Mechatronics, School of Engineering and Sciences, Mexico City Campus, Calle del Puente 222, Tlalpan, M\u00e9xico City 14380, Mexico","institution_ids":["https://openalex.org/I98461037"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5085636293"],"corresponding_institution_ids":["https://openalex.org/I98461037"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":5.4774,"has_fulltext":true,"cited_by_count":66,"citation_normalized_percentile":{"value":0.96186181,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"21","issue":"14","first_page":"4656","last_page":"4656"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9714000225067139,"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":0.9004999995231628,"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/automation","display_name":"Automation","score":0.7653568983078003},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.5425430536270142},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5354025363922119},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5145809054374695},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5124316811561584},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.5066753029823303},{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.4765877425670624},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.47510942816734314},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.44195619225502014},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.370863139629364},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.33751416206359863},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.33418402075767517},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3281094431877136},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2518072724342346},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10632902383804321},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.09338277578353882}],"concepts":[{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.7653568983078003},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.5425430536270142},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5354025363922119},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5145809054374695},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5124316811561584},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.5066753029823303},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.4765877425670624},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.47510942816734314},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.44195619225502014},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.370863139629364},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.33751416206359863},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33418402075767517},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3281094431877136},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2518072724342346},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10632902383804321},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.09338277578353882},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007221","descriptor_name":"Industry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007221","descriptor_name":"Industry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007221","descriptor_name":"Industry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013672","descriptor_name":"Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013672","descriptor_name":"Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013672","descriptor_name":"Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s21144656","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21144656","pdf_url":"https://www.mdpi.com/1424-8220/21/14/4656/pdf?version=1625655804","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:34300396","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34300396","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:328decab3f9141b8b3938c3e8340cf40","is_oa":true,"landing_page_url":"https://doaj.org/article/328decab3f9141b8b3938c3e8340cf40","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 14, p 4656 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/14/4656/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21144656","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 21; Issue 14; Pages: 4656","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8309547","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8309547","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21144656","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21144656","pdf_url":"https://www.mdpi.com/1424-8220/21/14/4656/pdf?version=1625655804","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323037","display_name":"Instituto Tecnol\u00f3gico y de Estudios Superiores de Monterrey","ror":"https://ror.org/03ayjn504"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3182922243.pdf","grobid_xml":"https://content.openalex.org/works/W3182922243.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1977177161","https://openalex.org/W1985614463","https://openalex.org/W2013150564","https://openalex.org/W2029608738","https://openalex.org/W2032614950","https://openalex.org/W2046074714","https://openalex.org/W2066260981","https://openalex.org/W2116638765","https://openalex.org/W2148141231","https://openalex.org/W2159126583","https://openalex.org/W2171284995","https://openalex.org/W2253828178","https://openalex.org/W2325209045","https://openalex.org/W2339460479","https://openalex.org/W2416799949","https://openalex.org/W2493990996","https://openalex.org/W2555759212","https://openalex.org/W2581964379","https://openalex.org/W2597150627","https://openalex.org/W2599590878","https://openalex.org/W2756722193","https://openalex.org/W2757110387","https://openalex.org/W2759373267","https://openalex.org/W2783918566","https://openalex.org/W2786100634","https://openalex.org/W2792233253","https://openalex.org/W2808904300","https://openalex.org/W2883908928","https://openalex.org/W2901468500","https://openalex.org/W2901931129","https://openalex.org/W2908699940","https://openalex.org/W2910258701","https://openalex.org/W2910597635","https://openalex.org/W2960995627","https://openalex.org/W2966906878","https://openalex.org/W2979485672","https://openalex.org/W2983268431","https://openalex.org/W3005832844","https://openalex.org/W3110547404","https://openalex.org/W3209398723","https://openalex.org/W4231118142","https://openalex.org/W4253801421","https://openalex.org/W4300132768","https://openalex.org/W6729926430"],"related_works":["https://openalex.org/W2120447654","https://openalex.org/W2977179488","https://openalex.org/W2144453115","https://openalex.org/W2744553356","https://openalex.org/W2128223750","https://openalex.org/W4238532390","https://openalex.org/W2188872161","https://openalex.org/W2961779879","https://openalex.org/W797688974","https://openalex.org/W2013981730"],"abstract_inverted_index":{"Nowadays,":[0],"the":[1,37,54,89,100,104,117,121,130,141,146,151,167,171,179,196,222,226,240,244,255,279,286,291,294],"concept":[2,281],"of":[3,49,94,166,221,239,266,288,293],"Industry":[4],"4.0":[5,28],"aims":[6],"to":[7,18,103,161,217,248],"improve":[8],"factories'":[9],"competitiveness.":[10],"Usually,":[11],"manufacturing":[12,114,155,168,303],"production":[13,39],"is":[14,53,83,110,124,148,258,273,298],"guided":[15],"by":[16],"standards":[17],"segment":[19],"and":[20,24,65,69,72,92,137,150,243,250],"distribute":[21],"its":[22],"processes":[23],"implementations.":[25],"However,":[26],"industry":[27],"requires":[29],"innovative":[30],"proposals":[31],"for":[32,236,282],"disruptive":[33,51],"technologies":[34,52,289],"that":[35,87,123,193],"engage":[36],"entire":[38],"process":[40],"in":[41,63,76,97,178,262],"factories,":[42],"not":[43],"just":[44],"a":[45,84,108,113,163,199,204,233,259,275,301],"partial":[46,142],"improvement.":[47],"One":[48],"these":[50],"Digital":[55,227],"Twin":[56,228],"(DT).":[57],"This":[58,230],"advanced":[59],"virtual":[60,234],"model":[61,218,235,257,297],"runs":[62],"real-time":[64],"can":[66,194],"predict,":[67],"detect,":[68],"classify":[70],"normal":[71],"abnormal":[73],"operating":[74],"conditions":[75],"factory":[77],"processes.":[78],"The":[79],"Automation":[80,295],"Pyramid":[81,296],"(AP)":[82],"conceptual":[85],"element":[86],"enables":[88],"efficient":[90],"distribution":[91],"connection":[93],"different":[95],"actuators":[96],"enterprises,":[98],"from":[99],"shop":[101],"floor":[102],"decision-making":[105],"levels.":[106],"When":[107],"DT":[109,118,147,180,206,280],"deployed":[111],"into":[112,300],"system,":[115,169],"generally,":[116],"focuses":[119],"on":[120,145,225],"low-level":[122],"named":[125],"field":[126],"level,":[127],"which":[128],"includes":[129],"physical":[131],"devices":[132],"such":[133],"as":[134],"controllers,":[135],"sensors,":[136],"so":[138],"on.":[139],"Thus,":[140],"automation":[143,172,210],"based":[144,224],"accomplished,":[149],"information":[152,252],"between":[153,191],"all":[154,170,209,264],"stages":[156,212],"could":[157,187],"be":[158,176],"decremented.":[159],"Hence,":[160],"achieve":[162],"complete":[164,205],"improvement":[165],"pyramid":[173,211],"levels":[174,265],"must":[175],"included":[177],"concept.":[181,229],"An":[182],"artificial":[183],"intelligent":[184],"management":[185],"system":[186],"create":[188],"an":[189,267],"interconnection":[190],"them":[192,247],"manage":[195],"information.":[197],"As":[198],"result,":[200],"this":[201],"paper":[202],"proposed":[203,256],"structure":[207],"covering":[208],"using":[213],"Artificial":[214],"Intelligence":[215],"(AI)":[216],"each":[219,237],"stage":[220],"AP":[223,242],"work":[231],"proposes":[232],"level":[238],"traditional":[241],"interactions":[245],"among":[246],"flow":[249],"control":[251],"efficiently.":[253],"Therefore,":[254],"valuable":[260],"tool":[261],"improving":[263],"industrial":[268],"process.":[269],"In":[270],"addition,":[271],"It":[272],"presented":[274],"case":[276],"study":[277],"where":[278],"modular":[283],"workstations":[284],"underpins":[285],"development":[287],"within":[290],"framework":[292],"implemented":[299],"didactic":[302],"system.":[304]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
