{"id":"https://openalex.org/W2907903535","doi":"https://doi.org/10.1109/iecon.2018.8591464","title":"Automatic Generation of a Simulation-Based Digital Twin of an Industrial Process Plant","display_name":"Automatic Generation of a Simulation-Based Digital Twin of an Industrial Process Plant","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2907903535","doi":"https://doi.org/10.1109/iecon.2018.8591464","mag":"2907903535"},"language":"en","primary_location":{"id":"doi:10.1109/iecon.2018.8591464","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2018.8591464","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.aalto.fi/en/publications/f71ae0ff-db97-4cd5-a403-3d873ebfeaf1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016888363","display_name":"Gerardo Santill\u00e1n Mart\u00ednez","orcid":"https://orcid.org/0000-0002-7462-4401"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Gerardo Santillan Martinez","raw_affiliation_strings":["Aalto University, Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"Aalto University, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036831094","display_name":"Seppo Sierla","orcid":"https://orcid.org/0000-0002-0402-315X"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Seppo Sierla","raw_affiliation_strings":["Aalto University, Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"Aalto University, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033732428","display_name":"Tommi Karhela","orcid":"https://orcid.org/0000-0002-6682-1229"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tommi Karhela","raw_affiliation_strings":["Aalto University, Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"Aalto University, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008070913","display_name":"Valeriy Vyatkin","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Valeriy Vyatkin","raw_affiliation_strings":["Aalto University, Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"Aalto University, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5016888363"],"corresponding_institution_ids":["https://openalex.org/I9927081"],"apc_list":null,"apc_paid":null,"fwci":10.338,"has_fulltext":false,"cited_by_count":111,"citation_normalized_percentile":{"value":0.98419341,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"3084","last_page":"3089"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9812999963760376,"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/T13722","display_name":"Ergonomics and Human Factors","score":0.9345999956130981,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/computer-science","display_name":"Computer science","score":0.7118173837661743},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6703457832336426},{"id":"https://openalex.org/keywords/replica","display_name":"Replica","score":0.5824100971221924},{"id":"https://openalex.org/keywords/process-simulation","display_name":"Process simulation","score":0.5072504878044128},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.4993269443511963},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.47965243458747864},{"id":"https://openalex.org/keywords/high-fidelity","display_name":"High fidelity","score":0.4702683091163635},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.44294285774230957},{"id":"https://openalex.org/keywords/modeling-and-simulation","display_name":"Modeling and simulation","score":0.42847228050231934},{"id":"https://openalex.org/keywords/simulation-modeling","display_name":"Simulation modeling","score":0.4212488532066345},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3654785752296448},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36026811599731445},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3029401898384094},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1569073498249054},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09039551019668579}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7118173837661743},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6703457832336426},{"id":"https://openalex.org/C2775937380","wikidata":"https://www.wikidata.org/wiki/Q1232589","display_name":"Replica","level":2,"score":0.5824100971221924},{"id":"https://openalex.org/C189575605","wikidata":"https://www.wikidata.org/wiki/Q838129","display_name":"Process simulation","level":3,"score":0.5072504878044128},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.4993269443511963},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.47965243458747864},{"id":"https://openalex.org/C113364801","wikidata":"https://www.wikidata.org/wiki/Q26674","display_name":"High fidelity","level":2,"score":0.4702683091163635},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.44294285774230957},{"id":"https://openalex.org/C167343916","wikidata":"https://www.wikidata.org/wiki/Q6888384","display_name":"Modeling and simulation","level":2,"score":0.42847228050231934},{"id":"https://openalex.org/C108215451","wikidata":"https://www.wikidata.org/wiki/Q7263963","display_name":"Simulation modeling","level":2,"score":0.4212488532066345},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3654785752296448},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36026811599731445},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3029401898384094},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1569073498249054},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09039551019668579},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iecon.2018.8591464","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2018.8591464","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/36321","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/f71ae0ff-db97-4cd5-a403-3d873ebfeaf1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":"acceptedVersion"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/38030","is_oa":false,"landing_page_url":"https://aaltodoc.aalto.fi/handle/123456789/38030","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"G5 Artikkeliv\u00e4it\u00f6skirja"}],"best_oa_location":{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/36321","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/f71ae0ff-db97-4cd5-a403-3d873ebfeaf1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":"acceptedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W97790341","https://openalex.org/W1505511962","https://openalex.org/W1923630385","https://openalex.org/W1975336079","https://openalex.org/W2035117244","https://openalex.org/W2060158919","https://openalex.org/W2083301515","https://openalex.org/W2094337727","https://openalex.org/W2108366027","https://openalex.org/W2185515988","https://openalex.org/W2188900873","https://openalex.org/W2249237776","https://openalex.org/W2325209045","https://openalex.org/W2326692782","https://openalex.org/W2366113708","https://openalex.org/W2535302946","https://openalex.org/W2539673756","https://openalex.org/W2556265720","https://openalex.org/W2565281388","https://openalex.org/W2577341787","https://openalex.org/W2581964379","https://openalex.org/W2597150627","https://openalex.org/W2605428484","https://openalex.org/W2607234710","https://openalex.org/W2668510504","https://openalex.org/W2727144783","https://openalex.org/W2771032058","https://openalex.org/W2774312390","https://openalex.org/W2783918566","https://openalex.org/W2792854623","https://openalex.org/W2891550367","https://openalex.org/W3209398723","https://openalex.org/W4285719527","https://openalex.org/W6640388408","https://openalex.org/W6687341048","https://openalex.org/W6691629745","https://openalex.org/W6739971473","https://openalex.org/W6997201067"],"related_works":["https://openalex.org/W2188191905","https://openalex.org/W2356939368","https://openalex.org/W2376060232","https://openalex.org/W2887246461","https://openalex.org/W2064426819","https://openalex.org/W120587663","https://openalex.org/W2390909022","https://openalex.org/W2369700222","https://openalex.org/W2380126285","https://openalex.org/W2386881905"],"abstract_inverted_index":{"A":[0,180],"Digital":[1],"Twin":[2],"(DT)":[3],"of":[4,12,24,69,73,89,108,115,127,147,168,182,199],"a":[5,9,65,87,125,169,183,196],"production":[6],"plant":[7,52,75],"is":[8,110,154,174,186],"digital":[10],"replica":[11],"the":[13,19,22,26,55,59,70,74,80,178,190],"plant's":[14],"physical":[15],"assets":[16],"which":[17],"contains":[18],"structure":[20],"and":[21,28,92,132],"dynamics":[23],"how":[25],"devices":[27],"process":[29,185],"operate.":[30],"Simulation-based":[31],"DTs":[32,99],"(SBDTs)":[33],"are":[34],"those":[35],"based":[36,100],"on":[37,101,138],"online":[38,51,171],"first-principles":[39,118],"simulation":[40,119,133,151,172],"models.":[41,103],"In":[42],"these":[43],"systems,":[44],"model":[45,120,152,160],"parameter":[46],"estimation":[47],"techniques":[48],"keep":[49],"an":[50,158,164],"simulator":[53],"in":[54],"same":[56],"state":[57,72],"as":[58,121,123],"targeted":[60],"device":[61],"or":[62],"process.":[63],"As":[64],"result,":[66],"non-measured":[67],"information":[68],"current":[71],"can":[76,83],"be":[77,84],"obtained":[78],"from":[79],"model.":[81],"SBDTs":[82,109],"used":[85],"for":[86,143,176],"number":[88],"important":[90],"applications":[91],"they":[93],"have":[94],"various":[95],"advantages":[96],"compared":[97,201],"to":[98,188,202],"data-driven":[102],"However,":[104],"wider":[105],"industrial":[106],"adoption":[107],"hindered":[111],"by":[112,124,156],"laborious":[113,150],"development":[114,153],"their":[116],"underlying":[117],"well":[122],"lack":[126],"integrated":[128,165],"lifecycle-wide":[129,170],"implementation":[130,145,166],"methods":[131,142],"architectures.":[134],"This":[135],"paper":[136],"focuses":[137],"applying":[139,157],"previously":[140],"presented":[141],"reducing":[144],"effort":[146],"SBDTs.":[148],"Firstly,":[149],"tackled":[155],"automatic":[159],"generation":[161],"method.":[162,192],"Secondly,":[163],"methodology":[167],"architecture":[173],"followed":[175],"developing":[177],"SBDT.":[179],"SBDT":[181],"laboratory-scale":[184],"implemented":[187],"demonstrate":[189],"proposed":[191],"The":[193],"results":[194],"show":[195],"higher":[197],"level":[198],"fidelity":[200],"previous":[203],"publications.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":4}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
