{"id":"https://openalex.org/W4292313864","doi":"https://doi.org/10.3390/s22166114","title":"Smart Manufacturing and Digitalization of Metrology: A Systematic Literature Review and a Research Agenda","display_name":"Smart Manufacturing and Digitalization of Metrology: A Systematic Literature Review and a Research Agenda","publication_year":2022,"publication_date":"2022-08-16","ids":{"openalex":"https://openalex.org/W4292313864","doi":"https://doi.org/10.3390/s22166114","pmid":"https://pubmed.ncbi.nlm.nih.gov/36015873"},"language":"en","primary_location":{"id":"doi:10.3390/s22166114","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22166114","pdf_url":"https://www.mdpi.com/1424-8220/22/16/6114/pdf?version=1660640661","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":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/16/6114/pdf?version=1660640661","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030941940","display_name":"Carlos Roberto Hall Barbosa","orcid":"https://orcid.org/0000-0003-0753-9044"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos Roberto H. Barbosa","raw_affiliation_strings":["Postgraduate Programme in Metrology, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro 22453-900, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-0753-9044","affiliations":[{"raw_affiliation_string":"Postgraduate Programme in Metrology, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro 22453-900, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100731746","display_name":"Manuel Sousa","orcid":"https://orcid.org/0000-0001-7016-2310"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Manuel C. Sousa","raw_affiliation_strings":["Postgraduate Programme in Metrology, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro 22453-900, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Postgraduate Programme in Metrology, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro 22453-900, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067248767","display_name":"Maria Fatima Ludovico de Almeida","orcid":"https://orcid.org/0000-0002-8617-1200"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Maria Fatima L. Almeida","raw_affiliation_strings":["Postgraduate Programme in Metrology, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro 22453-900, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-8617-1200","affiliations":[{"raw_affiliation_string":"Postgraduate Programme in Metrology, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro 22453-900, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015527887","display_name":"Rodrigo Flora Calili","orcid":"https://orcid.org/0000-0002-3528-0773"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rodrigo F. Calili","raw_affiliation_strings":["Postgraduate Programme in Metrology, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro 22453-900, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-3528-0773","affiliations":[{"raw_affiliation_string":"Postgraduate Programme in Metrology, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro 22453-900, Brazil","institution_ids":["https://openalex.org/I2699952"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067248767"],"corresponding_institution_ids":["https://openalex.org/I2699952"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":3.5225,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.92891276,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"22","issue":"16","first_page":"6114","last_page":"6114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9891999959945679,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9891999959945679,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9865999817848206,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.6153844594955444},{"id":"https://openalex.org/keywords/metrology","display_name":"Metrology","score":0.6087419390678406},{"id":"https://openalex.org/keywords/smart-manufacturing","display_name":"Smart manufacturing","score":0.5606873035430908},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.46762022376060486},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.4361845850944519},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34416699409484863},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.32023996114730835},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.2627006769180298},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.25126680731773376},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08243522047996521}],"concepts":[{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.6153844594955444},{"id":"https://openalex.org/C195766429","wikidata":"https://www.wikidata.org/wiki/Q394","display_name":"Metrology","level":2,"score":0.6087419390678406},{"id":"https://openalex.org/C2988642114","wikidata":"https://www.wikidata.org/wiki/Q25112020","display_name":"Smart manufacturing","level":2,"score":0.5606873035430908},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.46762022376060486},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.4361845850944519},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34416699409484863},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.32023996114730835},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2627006769180298},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.25126680731773376},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08243522047996521},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s22166114","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22166114","pdf_url":"https://www.mdpi.com/1424-8220/22/16/6114/pdf?version=1660640661","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:36015873","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36015873","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:f549f932e4d84389ad6424f96fa2a449","is_oa":true,"landing_page_url":"https://doaj.org/article/f549f932e4d84389ad6424f96fa2a449","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 22, Iss 16, p 6114 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/16/6114/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22166114","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 22; Issue 16; Pages: 6114","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9460109","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9460109","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/s22166114","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22166114","pdf_url":"https://www.mdpi.com/1424-8220/22/16/6114/pdf?version=1660640661","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":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6100000143051147}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322749","display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro","ror":"https://ror.org/03kk0s825"},{"id":"https://openalex.org/F4320322904","display_name":"Financiadora de Estudos e Projetos","ror":"https://ror.org/030w99567"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4292313864.pdf","grobid_xml":"https://content.openalex.org/works/W4292313864.grobid-xml"},"referenced_works_count":89,"referenced_works":["https://openalex.org/W2018221580","https://openalex.org/W2029608738","https://openalex.org/W2529490271","https://openalex.org/W2563566737","https://openalex.org/W2734597259","https://openalex.org/W2755836505","https://openalex.org/W2755950973","https://openalex.org/W2756282473","https://openalex.org/W2772692790","https://openalex.org/W2784063001","https://openalex.org/W2793843203","https://openalex.org/W2805384477","https://openalex.org/W2808993481","https://openalex.org/W2809750366","https://openalex.org/W2867498232","https://openalex.org/W2876791871","https://openalex.org/W2884054876","https://openalex.org/W2887485791","https://openalex.org/W2890409595","https://openalex.org/W2894026361","https://openalex.org/W2917667015","https://openalex.org/W2921188540","https://openalex.org/W2921363509","https://openalex.org/W2938537244","https://openalex.org/W2943156070","https://openalex.org/W2944523811","https://openalex.org/W2944801642","https://openalex.org/W2945658292","https://openalex.org/W2951215190","https://openalex.org/W2954378958","https://openalex.org/W2956147412","https://openalex.org/W2977173789","https://openalex.org/W2980464829","https://openalex.org/W2983495721","https://openalex.org/W2986988833","https://openalex.org/W3007936293","https://openalex.org/W3015055827","https://openalex.org/W3033466330","https://openalex.org/W3041128019","https://openalex.org/W3041363377","https://openalex.org/W3041556020","https://openalex.org/W3081124678","https://openalex.org/W3088154209","https://openalex.org/W3092592897","https://openalex.org/W3119240256","https://openalex.org/W3125505924","https://openalex.org/W3133222791","https://openalex.org/W3137404154","https://openalex.org/W3150850837","https://openalex.org/W3157244231","https://openalex.org/W3164810817","https://openalex.org/W3170637310","https://openalex.org/W3183292063","https://openalex.org/W3186926377","https://openalex.org/W3195402235","https://openalex.org/W3200243999","https://openalex.org/W3200347729","https://openalex.org/W3200518249","https://openalex.org/W3201569414","https://openalex.org/W3201782437","https://openalex.org/W3202760035","https://openalex.org/W3202902116","https://openalex.org/W3203579800","https://openalex.org/W3206005426","https://openalex.org/W3208164174","https://openalex.org/W4200114863","https://openalex.org/W4200382853","https://openalex.org/W4200428742","https://openalex.org/W4200486064","https://openalex.org/W4206310877","https://openalex.org/W4206418252","https://openalex.org/W4210559391","https://openalex.org/W4213089404","https://openalex.org/W4213219445","https://openalex.org/W4213231796","https://openalex.org/W4220838781","https://openalex.org/W4224879615","https://openalex.org/W4226229521","https://openalex.org/W4252582908","https://openalex.org/W4256613398","https://openalex.org/W4280509466","https://openalex.org/W4283324287","https://openalex.org/W4283585094","https://openalex.org/W4283762463","https://openalex.org/W4285011957","https://openalex.org/W4286433605","https://openalex.org/W4300565316","https://openalex.org/W6680789261","https://openalex.org/W6794644129"],"related_works":["https://openalex.org/W1998546186","https://openalex.org/W2061967405","https://openalex.org/W2923974939","https://openalex.org/W2417686449","https://openalex.org/W3013410248","https://openalex.org/W2910904538","https://openalex.org/W3092604565","https://openalex.org/W4214836412","https://openalex.org/W2770239401","https://openalex.org/W2907002303"],"abstract_inverted_index":{"Smart":[0],"manufacturing":[1,5,29,84],"comprises":[2],"fully":[3],"integrated":[4],"systems":[6,48],"that":[7,79],"respond":[8],"in":[9,19,131,160],"real":[10],"time":[11,126],"to":[12,97],"meet":[13],"the":[14,69,77,80,116,124,152,161,164],"changing":[15],"demands":[16],"and":[17,24,62,64,85,120,134,146,157,166],"conditions":[18],"industrial":[20],"activities,":[21],"supply":[22],"networks":[23],"customer":[25],"needs.":[26],"A":[27],"smart":[28,83],"environment":[30],"will":[31],"face":[32],"new":[33],"challenges,":[34],"including":[35],"those":[36],"concerning":[37],"metrological":[38,60],"issues,":[39],"i.e.,":[40],"analysis":[41],"of":[42,45,59,72,87,110,118,154,163],"large":[43],"quantities":[44],"data;":[46],"communication":[47],"for":[49,53,68,136,151],"digitalization;":[50],"measurement":[51,66],"standards":[52],"automated":[54],"process":[55],"control;":[56],"digital":[57,155],"transformation":[58],"services;":[61],"simulations":[63],"virtual":[65],"processes":[67],"automatic":[70],"assessment":[71],"measured":[73],"data.":[74],"Based":[75],"on":[76,105],"assumption":[78],"interplay":[81],"between":[82],"digitalization":[86,162],"metrology":[88,156],"is":[89],"an":[90],"emerging":[91],"research":[92,139],"field,":[93],"this":[94,132],"paper":[95],"aims":[96],"present":[98],"a":[99,106,138],"systematic":[100],"literature":[101],"review":[102,133],"(SLR)":[103],"based":[104],"bibliographic":[107],"data":[108],"collection":[109],"160":[111],"scientific":[112],"articles":[113],"retrieved":[114],"from":[115],"Web":[117],"Science":[119],"Scopus":[121],"databases":[122],"over":[123],"2016-2022":[125],"frame.":[127],"The":[128],"findings":[129],"presented":[130],"recommendations":[135],"building":[137],"agenda":[140],"can":[141],"help":[142],"policy":[143],"makers,":[144],"researchers":[145],"practitioners":[147],"by":[148],"providing":[149],"directions":[150],"evolution":[153],"its":[158],"role":[159],"economy":[165],"society.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-02T09:04:35.204637","created_date":"2025-10-10T00:00:00"}