{"id":"https://openalex.org/W4367322232","doi":"https://doi.org/10.3390/s23094315","title":"Exploring the Role of Federated Data Spaces in Implementing Twin Transition within Manufacturing Ecosystems","display_name":"Exploring the Role of Federated Data Spaces in Implementing Twin Transition within Manufacturing Ecosystems","publication_year":2023,"publication_date":"2023-04-27","ids":{"openalex":"https://openalex.org/W4367322232","doi":"https://doi.org/10.3390/s23094315","pmid":"https://pubmed.ncbi.nlm.nih.gov/37177517"},"language":"en","primary_location":{"id":"doi:10.3390/s23094315","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23094315","pdf_url":"https://www.mdpi.com/1424-8220/23/9/4315/pdf?version=1682662339","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/1424-8220/23/9/4315/pdf?version=1682662339","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087646552","display_name":"Marko Jurmu","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Marko Jurmu","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd., Kaitov\u00e4yl\u00e4 1, FI-90570 Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-2444-009X","affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd., Kaitov\u00e4yl\u00e4 1, FI-90570 Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005078606","display_name":"Ilkka Niskanen","orcid":"https://orcid.org/0000-0002-3388-045X"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ilkka Niskanen","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd., Kaitov\u00e4yl\u00e4 1, FI-90570 Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-3388-045X","affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd., Kaitov\u00e4yl\u00e4 1, FI-90570 Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002950892","display_name":"Atte Kinnula","orcid":"https://orcid.org/0000-0001-9002-0803"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Atte Kinnula","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd., Kaitov\u00e4yl\u00e4 1, FI-90570 Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0001-9002-0803","affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd., Kaitov\u00e4yl\u00e4 1, FI-90570 Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026177559","display_name":"Jukka K\u00e4\u00e4ri\u00e4inen","orcid":"https://orcid.org/0000-0001-5611-1509"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jukka K\u00e4\u00e4ri\u00e4inen","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd., Kaitov\u00e4yl\u00e4 1, FI-90570 Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0001-5611-1509","affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd., Kaitov\u00e4yl\u00e4 1, FI-90570 Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089098811","display_name":"Markus Yliker\u00e4l\u00e4","orcid":"https://orcid.org/0000-0002-2617-985X"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Markus Yliker\u00e4l\u00e4","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd., Kaitov\u00e4yl\u00e4 1, FI-90570 Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-2617-985X","affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd., Kaitov\u00e4yl\u00e4 1, FI-90570 Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001742934","display_name":"Pauli R\u00e4s\u00e4nen","orcid":"https://orcid.org/0000-0003-0891-3317"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Pauli R\u00e4s\u00e4nen","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd., Kaitov\u00e4yl\u00e4 1, FI-90570 Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0003-0891-3317","affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd., Kaitov\u00e4yl\u00e4 1, FI-90570 Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047807051","display_name":"Tuomo Tuikka","orcid":"https://orcid.org/0000-0002-0435-0599"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tuomo Tuikka","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd., Kaitov\u00e4yl\u00e4 1, FI-90570 Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-0435-0599","affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd., Kaitov\u00e4yl\u00e4 1, FI-90570 Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5087646552"],"corresponding_institution_ids":["https://openalex.org/I87653560"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":4.8101,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.94277509,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"23","issue":"9","first_page":"4315","last_page":"4315"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11114","display_name":"Service and Product Innovation","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11114","display_name":"Service and Product Innovation","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9825000166893005,"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/T11024","display_name":"Information Systems Theories and Implementation","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.6321074366569519},{"id":"https://openalex.org/keywords/upstream","display_name":"Upstream (networking)","score":0.596320629119873},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5339682698249817},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.5206379294395447},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5059344172477722},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.4925876259803772},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4796871840953827},{"id":"https://openalex.org/keywords/business-ecosystem","display_name":"Business ecosystem","score":0.4721268117427826},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.453507661819458},{"id":"https://openalex.org/keywords/product-lifecycle","display_name":"Product lifecycle","score":0.4449024796485901},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4414738416671753},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4127153158187866},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3618946969509125},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.27107810974121094},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.23059728741645813},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1337655782699585},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1336733102798462},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.12264823913574219}],"concepts":[{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.6321074366569519},{"id":"https://openalex.org/C191172861","wikidata":"https://www.wikidata.org/wiki/Q7899321","display_name":"Upstream (networking)","level":2,"score":0.596320629119873},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5339682698249817},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.5206379294395447},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5059344172477722},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4925876259803772},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4796871840953827},{"id":"https://openalex.org/C167908162","wikidata":"https://www.wikidata.org/wiki/Q870119","display_name":"Business ecosystem","level":2,"score":0.4721268117427826},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.453507661819458},{"id":"https://openalex.org/C194304873","wikidata":"https://www.wikidata.org/wiki/Q1967338","display_name":"Product lifecycle","level":3,"score":0.4449024796485901},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4414738416671753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4127153158187866},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3618946969509125},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.27107810974121094},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.23059728741645813},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1337655782699585},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1336733102798462},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.12264823913574219},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23094315","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23094315","pdf_url":"https://www.mdpi.com/1424-8220/23/9/4315/pdf?version=1682662339","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:37177517","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37177517","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:pubmedcentral.nih.gov:10181727","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10181727","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10181727/pdf/sensors-23-04315.pdf","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"},{"id":"pmh:oai:doaj.org/article:3f38a07f02a1416190e47464a1030518","is_oa":true,"landing_page_url":"https://doaj.org/article/3f38a07f02a1416190e47464a1030518","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 9, p 4315 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/9/4315/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23094315","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 23; Issue 9; Pages: 4315","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23094315","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23094315","pdf_url":"https://www.mdpi.com/1424-8220/23/9/4315/pdf?version=1682662339","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":0.44999998807907104,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[{"id":"https://openalex.org/G1383986425","display_name":null,"funder_award_id":"4432/31/2021","funder_id":"https://openalex.org/F4320328501","funder_display_name":"Business Finland"}],"funders":[{"id":"https://openalex.org/F4320328501","display_name":"Business Finland","ror":"https://ror.org/05bgf9v38"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4367322232.pdf"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W2010793828","https://openalex.org/W2136922540","https://openalex.org/W2568742799","https://openalex.org/W2799670133","https://openalex.org/W2885343577","https://openalex.org/W2942900948","https://openalex.org/W2970044597","https://openalex.org/W2990520469","https://openalex.org/W3010620368","https://openalex.org/W3029468131","https://openalex.org/W3151685851","https://openalex.org/W3155919395","https://openalex.org/W3196561330","https://openalex.org/W3207866196","https://openalex.org/W4220949393","https://openalex.org/W4285518846","https://openalex.org/W4286543797","https://openalex.org/W4296548360","https://openalex.org/W4297076738","https://openalex.org/W4297626543","https://openalex.org/W4310491461","https://openalex.org/W4323058197","https://openalex.org/W7063910225"],"related_works":["https://openalex.org/W3187420948","https://openalex.org/W2617513755","https://openalex.org/W2376072061","https://openalex.org/W409584353","https://openalex.org/W2884584982","https://openalex.org/W1550308580","https://openalex.org/W1548924100","https://openalex.org/W2485974778","https://openalex.org/W3123355452","https://openalex.org/W3210221758"],"abstract_inverted_index":{"Globally,":[0],"manufacturing":[1,22,85],"ecosystems":[2],"are":[3,133],"facing":[4],"the":[5,19,29,34,40,51,54,72,91,97,112,147],"challenge":[6],"of":[7,21,31,53,75,83,107],"twin":[8,108],"transition,":[9,109],"i.e.,":[10],"how":[11,172],"to":[12,28,49,170],"utilize":[13],"digitalization":[14,73],"for":[15,168,190],"improving":[16],"or":[17],"transforming":[18],"sustainability":[20,46],"operations.":[23,44],"Here,":[24,45],"operations":[25],"refer":[26],"widely":[27],"upstream":[30],"manufacturing,":[32],"while":[33,151],"entire":[35],"product":[36,55],"lifecycle":[37,56],"also":[38,186],"covers":[39],"downstream":[41],"and":[42,60,79,96,110,122,135,158],"end-of-life":[43],"is":[47,154,165],"understood":[48],"consider":[50],"impact":[52],"at":[57],"environmental,":[58],"social,":[59],"governance":[61],"(ESG)":[62],"levels.":[63],"In":[64],"this":[65,69],"article,":[66],"we":[67],"explore":[68],"progress":[70],"through":[71,80],"concept":[74,95],"business-to-business":[76],"data":[77,93,99,152],"sharing,":[78],"one":[81],"example":[82],"a":[84,123,138,180],"ecosystem":[86,183],"in":[87,160,162],"Finland.":[88],"We":[89,185],"discuss":[90],"federated":[92],"space":[94],"international":[98],"spaces":[100],"(IDS)":[101],"architecture":[102,176],"as":[103,156],"technological":[104],"building":[105],"blocks":[106],"report":[111],"first":[113,148],"results":[114],"from":[115,126],"an":[116,127,173],"industry-research":[117,128],"shared-risk":[118],"project.":[119],"Semi-structured":[120],"interviews":[121],"diary-style":[124],"reporting":[125],"IDS":[129],"proof-of-concept":[130],"(PoC)":[131],"experiment":[132],"presented":[134],"analyzed":[136],"within":[137],"design":[139],"science":[140],"research":[141],"method":[142],"framework.":[143],"The":[144],"findings":[145],"give":[146],"indications":[149],"that":[150],"sharing":[153],"seen":[155],"important":[157],"increasing":[159],"relevance":[161],"industry,":[163],"it":[164],"currently":[166],"challenging":[167],"companies":[169],"see":[171],"open":[174],"standard":[175],"creates":[177],"value":[178],"beyond":[179],"single":[181],"limited":[182],"view.":[184],"highlight":[187],"possible":[188],"avenues":[189],"further":[191],"research.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
