{"id":"https://openalex.org/W4388962392","doi":"https://doi.org/10.1016/j.rser.2023.114065","title":"Marine energy digitalization digital twin's approaches","display_name":"Marine energy digitalization digital twin's approaches","publication_year":2023,"publication_date":"2023-11-23","ids":{"openalex":"https://openalex.org/W4388962392","doi":"https://doi.org/10.1016/j.rser.2023.114065"},"language":"en","primary_location":{"id":"doi:10.1016/j.rser.2023.114065","doi":"https://doi.org/10.1016/j.rser.2023.114065","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.rser.2023.114065","pdf_url":null,"source":{"id":"https://openalex.org/S68497187","display_name":"Renewable and Sustainable Energy Reviews","issn_l":"1364-0321","issn":["1364-0321","1879-0690"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Renewable and Sustainable Energy Reviews","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.rser.2023.114065","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065672475","display_name":"Meysam Majidi Nezhad","orcid":"https://orcid.org/0000-0002-3587-5830","observed_orcids":["https://orcid.org/0000-0002-3587-5830"]},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Meysam Majidi Nezhad","raw_affiliation_strings":["School of Business, Society & Engineering, Department of Sustainable Energy Systems, M\u00e4lardalen University, V\u00e4ster\u00e5s, SE 722 20, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business, Society & Engineering, Department of Sustainable Energy Systems, M\u00e4lardalen University, V\u00e4ster\u00e5s, SE 722 20, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057442747","display_name":"Mehdi Neshat","orcid":"https://orcid.org/0000-0002-9537-9513","observed_orcids":["https://orcid.org/0000-0002-9537-9513","https://orcid.org/0000-0001-7458-684X"]},"institutions":[{"id":"https://openalex.org/I4210142395","display_name":"Torrens University Australia","ror":"https://ror.org/0351xae06","country_code":"AU","type":"education","lineage":["https://openalex.org/I4210142395"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mehdi Neshat","raw_affiliation_strings":["Center for Artificial Intelligence Research and Optimization, Torrens University Australia, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence Research and Optimization, Torrens University Australia, Brisbane, Australia","institution_ids":["https://openalex.org/I4210142395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057537846","display_name":"Georgios K. Sylaios","orcid":"https://orcid.org/0000-0003-2327-4015","observed_orcids":["https://orcid.org/0000-0003-2327-4015"]},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios Sylaios","raw_affiliation_strings":["Laboratory of Ecological Engineering and Technology, Department of Environmental Engineering, Democritus University of Thrace, 67100, Xanthi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Ecological Engineering and Technology, Department of Environmental Engineering, Democritus University of Thrace, 67100, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061688369","display_name":"Davide Astiaso Garcia","orcid":"https://orcid.org/0000-0003-0752-2146","observed_orcids":["https://orcid.org/0000-0003-0752-2146"]},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Astiaso Garcia","raw_affiliation_strings":["Department of Planning, Design, Technology of Architecture, Sapienza University of Rome, Via Flaminia 72, 00196, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Planning, Design, Technology of Architecture, Sapienza University of Rome, Via Flaminia 72, 00196, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065672475"],"corresponding_institution_ids":["https://openalex.org/I82509713"],"apc_list":{"value":4830,"currency":"USD","value_usd":4830},"apc_paid":{"value":4830,"currency":"USD","value_usd":4830},"fwci":7.1362,"has_fulltext":true,"cited_by_count":69,"citation_normalized_percentile":{"value":0.979824,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"191","issue":null,"first_page":"114065","last_page":"114065"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.5131999850273132,"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":0.5131999850273132,"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/T11250","display_name":"Wave and Wind Energy Systems","score":0.46239998936653137,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T13975","display_name":"Energy, Economy, and Technology Trends","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-twin","display_name":"digital twin","score":0.9580000042915344},{"id":"https://openalex.org/keywords/marine-renewable-energy","display_name":"marine renewable energy","score":0.9679999947547913},{"id":"https://openalex.org/keywords/digitalization","display_name":"digitalization","score":0.8650000095367432},{"id":"https://openalex.org/keywords/marine-energy","display_name":"ocean energy","score":0.3930000066757202},{"id":"https://openalex.org/keywords/data-harmonization","display_name":"data harmonization","score":0.7390000224113464},{"id":"https://openalex.org/keywords/data-preprocessing","display_name":"data preprocessing","score":0.7329999804496765},{"id":"https://openalex.org/keywords/predictive-modeling","display_name":"predictive modeling","score":0.6639999747276306},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.8690000176429749},{"id":"https://openalex.org/keywords/sensor-systems","display_name":"sensor systems","score":0.4959999918937683},{"id":"https://openalex.org/keywords/maritime-data","display_name":"maritime data","score":0.4050000011920929},{"id":"https://openalex.org/keywords/implementation-barriers","display_name":"implementation barriers","score":0.7049999833106995}],"concepts":[{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.3935539126396179},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.38837969303131104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3547728955745697},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.3488483130931854},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3193574547767639}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1016/j.rser.2023.114065","doi":"https://doi.org/10.1016/j.rser.2023.114065","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.rser.2023.114065","pdf_url":null,"source":{"id":"https://openalex.org/S68497187","display_name":"Renewable and Sustainable Energy Reviews","issn_l":"1364-0321","issn":["1364-0321","1879-0690"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Renewable and Sustainable Energy Reviews","raw_type":"journal-article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1699815","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11573/1699815","pdf_url":"https://iris.uniroma1.it/bitstream/11573/1699815/1/Nezhad_Marine%20energy_2024.pdf","source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:DiVA.org:mdh-65021","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-65021","pdf_url":null,"source":{"id":"https://openalex.org/S7407055280","display_name":"H\u00f6gskolan Kristianstad Publikationer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:RePEc:eee:rensus:v:191:y:2024:i:c:s1364032123009231","doi":null,"is_oa":false,"landing_page_url":"http://www.sciencedirect.com/science/article/pii/S1364032123009231","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:figshare.com:article/27683028","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Marine_energy_digitalization_digital_twin_s_approaches/27683028","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Text"},{"id":"doi:10.25905/27683028","doi":"https://doi.org/10.25905/27683028","is_oa":true,"landing_page_url":"https://doi.org/10.25905/27683028","pdf_url":null,"source":{"id":"https://openalex.org/S7407050590","display_name":"Torrens University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210142395","host_organization_name":"Torrens University Australia","host_organization_lineage":["https://openalex.org/I4210142395"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},{"id":"doi:10.25905/27683028.v1","doi":"https://doi.org/10.25905/27683028.v1","is_oa":true,"landing_page_url":"https://doi.org/10.25905/27683028.v1","pdf_url":null,"source":{"id":"https://openalex.org/S7407050590","display_name":"Torrens University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210142395","host_organization_name":"Torrens University Australia","host_organization_lineage":["https://openalex.org/I4210142395"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"}],"best_oa_location":{"id":"doi:10.1016/j.rser.2023.114065","doi":"https://doi.org/10.1016/j.rser.2023.114065","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.rser.2023.114065","pdf_url":null,"source":{"id":"https://openalex.org/S68497187","display_name":"Renewable and Sustainable Energy Reviews","issn_l":"1364-0321","issn":["1364-0321","1879-0690"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Renewable and Sustainable Energy Reviews","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.8970999717712402},{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.878000020980835},{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.5351999998092651}],"study_designs":[],"awards":[{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4643759632","display_name":null,"funder_award_id":"101037643","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8542525639","display_name":"INTEGRATED DigitaL Framework FOR Comprehensive MARITIME DATA AND INFORMATION SERVICES","funder_award_id":"101037643","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388962392.pdf","grobid_xml":"https://content.openalex.org/works/W4388962392.grobid-xml"},"referenced_works_count":116,"referenced_works":["https://openalex.org/W133015456","https://openalex.org/W1640507545","https://openalex.org/W1880692506","https://openalex.org/W1982956535","https://openalex.org/W2010608898","https://openalex.org/W2019560540","https://openalex.org/W2029608738","https://openalex.org/W2038934761","https://openalex.org/W2039716701","https://openalex.org/W2046074714","https://openalex.org/W2047355416","https://openalex.org/W2058107586","https://openalex.org/W2059262214","https://openalex.org/W2069281202","https://openalex.org/W2100486783","https://openalex.org/W2101733285","https://openalex.org/W2135835570","https://openalex.org/W2137376968","https://openalex.org/W2138083531","https://openalex.org/W2148600920","https://openalex.org/W2169969573","https://openalex.org/W2171527181","https://openalex.org/W2203034593","https://openalex.org/W2275530856","https://openalex.org/W2346505350","https://openalex.org/W2396229594","https://openalex.org/W2565281388","https://openalex.org/W2567333176","https://openalex.org/W2601491144","https://openalex.org/W2739028090","https://openalex.org/W2745690430","https://openalex.org/W2771016827","https://openalex.org/W2784108802","https://openalex.org/W2784871291","https://openalex.org/W2786100634","https://openalex.org/W2791308305","https://openalex.org/W2794202219","https://openalex.org/W2799135987","https://openalex.org/W2801018051","https://openalex.org/W2801346558","https://openalex.org/W2806695329","https://openalex.org/W2886253469","https://openalex.org/W2890904471","https://openalex.org/W2893933380","https://openalex.org/W2901650400","https://openalex.org/W2906817718","https://openalex.org/W2911145818","https://openalex.org/W2911794652","https://openalex.org/W2911930696","https://openalex.org/W2912589244","https://openalex.org/W2913073203","https://openalex.org/W2921772046","https://openalex.org/W2924793959","https://openalex.org/W2931168649","https://openalex.org/W2946254027","https://openalex.org/W2948612103","https://openalex.org/W2960560113","https://openalex.org/W2964801684","https://openalex.org/W2967569340","https://openalex.org/W2976301483","https://openalex.org/W2986857771","https://openalex.org/W2987769486","https://openalex.org/W2987906475","https://openalex.org/W2988226335","https://openalex.org/W2988359971","https://openalex.org/W3006216922","https://openalex.org/W3006495236","https://openalex.org/W3013702075","https://openalex.org/W3018944197","https://openalex.org/W3021727993","https://openalex.org/W3034077050","https://openalex.org/W3037935646","https://openalex.org/W3043821922","https://openalex.org/W3044101490","https://openalex.org/W3046280706","https://openalex.org/W3048137942","https://openalex.org/W3080129659","https://openalex.org/W3084061569","https://openalex.org/W3087051020","https://openalex.org/W3089581912","https://openalex.org/W3122001045","https://openalex.org/W3122580864","https://openalex.org/W3134615919","https://openalex.org/W3135882017","https://openalex.org/W3137381425","https://openalex.org/W3143011774","https://openalex.org/W3156321386","https://openalex.org/W3168098722","https://openalex.org/W3181572332","https://openalex.org/W3181941464","https://openalex.org/W3182972456","https://openalex.org/W3185385233","https://openalex.org/W3186147994","https://openalex.org/W3196025567","https://openalex.org/W3199476688","https://openalex.org/W3201716575","https://openalex.org/W3207740732","https://openalex.org/W3211497372","https://openalex.org/W4200316972","https://openalex.org/W4200587796","https://openalex.org/W4210349096","https://openalex.org/W4214663399","https://openalex.org/W4226239950","https://openalex.org/W4283068318","https://openalex.org/W4292387582","https://openalex.org/W4300624790","https://openalex.org/W4306167068","https://openalex.org/W4312686476","https://openalex.org/W4313124431","https://openalex.org/W4313826711","https://openalex.org/W4313837219","https://openalex.org/W4316927169","https://openalex.org/W4379646651","https://openalex.org/W6642709947","https://openalex.org/W6774149222","https://openalex.org/W6893199149"],"related_works":["https://openalex.org/W4404390715","https://openalex.org/W4293182318","https://openalex.org/W4399655380","https://openalex.org/W4408234044","https://openalex.org/W4410062100","https://openalex.org/W6963691847","https://openalex.org/W4367316620","https://openalex.org/W4391321213","https://openalex.org/W7212267523","https://openalex.org/W7165558125"],"abstract_inverted_index":{"Digital":[0,157],"twins":[1],"(DTs)":[2],"promise":[3],"innovation":[4],"for":[5,114,159],"the":[6,16,66,108,111,123,131,154],"marine":[7,96,115,180],"renewable":[8],"energy":[9,97,181],"sector":[10],"using":[11],"modern":[12],"technological":[13],"advances":[14],"and":[15,33,37,54,64,72,77,84,103,110,122,140,146,148,163,190],"existing":[17,112],"maritime":[18],"knowledge":[19,116],"frameworks.":[20],"The":[21],"DT":[22,92,99,109,132],"is":[23],"a":[24,28,40,69,171],"digital":[25],"equivalent":[26],"of":[27,91],"real":[29],"object":[30],"that":[31,101],"reflects":[32],"predicts":[34],"its":[35,44],"behaviours":[36],"states":[38],"in":[39,52,95],"virtual":[41],"space":[42],"over":[43],"lifetime.":[45],"DTs":[46],"collect":[47],"data":[48,67,105,138,144],"from":[49],"multiple":[50],"sources":[51],"pilots":[53],"leverage":[55],"newly":[56],"introduced":[57],"low-cost":[58],"sensor":[59],"systems.":[60,106],"They":[61],"synchronize,":[62],"homogenize,":[63],"transmit":[65],"to":[68,80,176],"central":[70],"hub":[71],"integrate":[73],"it":[74],"with":[75],"predictive":[76],"learning":[78,147],"models":[79],"optimize":[81],"plant":[82],"performance":[83],"operations.":[85],"This":[86],"research":[87],"presents":[88],"critical":[89],"aspects":[90],"implementation":[93],"challenges":[94],"digitalization":[98,182],"approaches":[100,184],"use":[102],"combine":[104],"Firstly,":[107],"framework":[113],"provided":[117],"by":[118],"systems":[119],"are":[120,128,151,185],"presented,":[121],"DT's":[124,183],"main":[125,134],"development":[126],"steps":[127],"discussed.":[129],"Secondly,":[130],"implementing":[133],"stages,":[135],"measurement":[136],"systems,":[137],"harmonization":[139],"preprocessing,":[141],"modelling,":[142],"comprehensive":[143],"analysis,":[145],"optimization":[149],"tools,":[150],"identified.":[152],"Finally,":[153],"ILIAD":[155],"(Integrated":[156],"Framework":[158],"Comprehensive":[160],"Maritime":[161],"Data":[162],"Information":[164],"Services)":[165],"project":[166],"has":[167],"been":[168],"reviewed":[169],"as":[170],"best":[172],"EU":[173],"funding":[174],"practice":[175],"understand":[177],"better":[178],"how":[179],"being":[186],"used,":[187],"designed,":[188],"developed,":[189],"launched.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":29},{"year":2024,"cited_by_count":26}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-11-24T00:00:00"}
