{"id":"https://openalex.org/W3203632691","doi":"https://doi.org/10.1109/etfa45728.2021.9613376","title":"AML4DT: A Model-Driven Framework for Developing and Maintaining Digital Twins with AutomationML","display_name":"AML4DT: A Model-Driven Framework for Developing and Maintaining Digital Twins with AutomationML","publication_year":2021,"publication_date":"2021-09-07","ids":{"openalex":"https://openalex.org/W3203632691","doi":"https://doi.org/10.1109/etfa45728.2021.9613376","mag":"3203632691"},"language":"en","primary_location":{"id":"doi:10.1109/etfa45728.2021.9613376","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa45728.2021.9613376","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA )","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050142025","display_name":"Daniel Lehner","orcid":"https://orcid.org/0000-0001-8840-8040"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Daniel Lehner","raw_affiliation_strings":["Institute for Business Informatics - Software Engineering, Johannes Kepler University Linz,Christian Doppler Labratory for Model-Integrated Smart Production (CDL-MINT),Linz,Austria,4040"],"affiliations":[{"raw_affiliation_string":"Institute for Business Informatics - Software Engineering, Johannes Kepler University Linz,Christian Doppler Labratory for Model-Integrated Smart Production (CDL-MINT),Linz,Austria,4040","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018761522","display_name":"Sabine Sint","orcid":"https://orcid.org/0000-0001-8076-8228"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Sabine Sint","raw_affiliation_strings":["Institute for Business Informatics - Software Engineering, Johannes Kepler University Linz,Christian Doppler Labratory for Model-Integrated Smart Production (CDL-MINT),Linz,Austria,4040"],"affiliations":[{"raw_affiliation_string":"Institute for Business Informatics - Software Engineering, Johannes Kepler University Linz,Christian Doppler Labratory for Model-Integrated Smart Production (CDL-MINT),Linz,Austria,4040","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005248504","display_name":"Michael Vierhauser","orcid":"https://orcid.org/0000-0003-2672-9230"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Vierhauser","raw_affiliation_strings":["Institute for Business Informatics - Software Engineering, Johannes Kepler University Linz,Christian Doppler Labratory for Model-Integrated Smart Production (CDL-MINT),Linz,Austria,4040"],"affiliations":[{"raw_affiliation_string":"Institute for Business Informatics - Software Engineering, Johannes Kepler University Linz,Christian Doppler Labratory for Model-Integrated Smart Production (CDL-MINT),Linz,Austria,4040","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014465644","display_name":"Wolfgang Narzt","orcid":"https://orcid.org/0000-0002-1987-0845"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Wolfgang Narzt","raw_affiliation_strings":["Institute for Business Informatics - Software Engineering, Johannes Kepler University Linz,Christian Doppler Labratory for Model-Integrated Smart Production (CDL-MINT),Linz,Austria,4040"],"affiliations":[{"raw_affiliation_string":"Institute for Business Informatics - Software Engineering, Johannes Kepler University Linz,Christian Doppler Labratory for Model-Integrated Smart Production (CDL-MINT),Linz,Austria,4040","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023093639","display_name":"Manuel Wimmer","orcid":"https://orcid.org/0000-0002-1124-7098"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Manuel Wimmer","raw_affiliation_strings":["Institute for Business Informatics - Software Engineering, Johannes Kepler University Linz,Christian Doppler Labratory for Model-Integrated Smart Production (CDL-MINT),Linz,Austria,4040"],"affiliations":[{"raw_affiliation_string":"Institute for Business Informatics - Software Engineering, Johannes Kepler University Linz,Christian Doppler Labratory for Model-Integrated Smart Production (CDL-MINT),Linz,Austria,4040","institution_ids":["https://openalex.org/I121883995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5050142025"],"corresponding_institution_ids":["https://openalex.org/I121883995"],"apc_list":null,"apc_paid":null,"fwci":5.3374,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.95968013,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9979000091552734,"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":0.9979000091552734,"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":0.9952999949455261,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9836999773979187,"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/computer-science","display_name":"Computer science","score":0.7735820412635803},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.6767408847808838},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.523896336555481},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4839044511318207},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48324140906333923},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.47819283604621887},{"id":"https://openalex.org/keywords/xml","display_name":"XML","score":0.46164268255233765},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4378887712955475},{"id":"https://openalex.org/keywords/unified-modeling-language","display_name":"Unified Modeling Language","score":0.43532755970954895},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4213639497756958},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.29369956254959106},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1515050232410431},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1513882577419281},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12112200260162354},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08944517374038696}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7735820412635803},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.6767408847808838},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.523896336555481},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4839044511318207},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48324140906333923},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.47819283604621887},{"id":"https://openalex.org/C8797682","wikidata":"https://www.wikidata.org/wiki/Q2115","display_name":"XML","level":2,"score":0.46164268255233765},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4378887712955475},{"id":"https://openalex.org/C145644426","wikidata":"https://www.wikidata.org/wiki/Q169411","display_name":"Unified Modeling Language","level":3,"score":0.43532755970954895},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4213639497756958},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.29369956254959106},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1515050232410431},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1513882577419281},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12112200260162354},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08944517374038696},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","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/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/etfa45728.2021.9613376","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa45728.2021.9613376","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA )","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1967904196","https://openalex.org/W2020851875","https://openalex.org/W2139872812","https://openalex.org/W2140738697","https://openalex.org/W2162739315","https://openalex.org/W2565281388","https://openalex.org/W2607234710","https://openalex.org/W2769169694","https://openalex.org/W2779802391","https://openalex.org/W2801850290","https://openalex.org/W2890904471","https://openalex.org/W2898610126","https://openalex.org/W2906533924","https://openalex.org/W2910597635","https://openalex.org/W2980451580","https://openalex.org/W2980551290","https://openalex.org/W2981041297","https://openalex.org/W3011804437","https://openalex.org/W3034058523","https://openalex.org/W3088476126","https://openalex.org/W3090431070","https://openalex.org/W3091079374","https://openalex.org/W3092241484","https://openalex.org/W3092305242","https://openalex.org/W3092508405","https://openalex.org/W3092533901","https://openalex.org/W3092635666","https://openalex.org/W3097525958","https://openalex.org/W3209398723","https://openalex.org/W4301000707","https://openalex.org/W6779401195"],"related_works":["https://openalex.org/W2000444236","https://openalex.org/W2384475851","https://openalex.org/W2353602216","https://openalex.org/W2367078749","https://openalex.org/W2381798600","https://openalex.org/W2351618306","https://openalex.org/W2133117170","https://openalex.org/W2999162218","https://openalex.org/W2390634956","https://openalex.org/W2991736735"],"abstract_inverted_index":{"As":[0],"technologies":[1,19],"such":[2,31,77],"as":[3,39,41,78],"the":[4,33,50,75,98,140,149,152,156,159,163,174,186,194,198],"Internet":[5],"of":[6,102,143,151,158,176,196],"Things":[7],"(IoT)":[8],"and":[9,44,100,118,178],"Cyber-Physical":[10],"Systems":[11],"(CPS)":[12],"are":[13,20,129,137],"becoming":[14],"ubiquitous,":[15],"systems":[16,117],"adopting":[17],"these":[18],"getting":[21],"increasingly":[22],"complex.":[23],"Digital":[24,56,103],"Twins":[25],"(DTs)":[26],"provide":[27],"comprehensive":[28],"views":[29],"on":[30,122,182],"systems,":[32,76],"data":[34],"they":[35],"generate":[36],"during":[37],"runtime,":[38],"well":[40],"their":[42,119],"usage":[43],"evolution":[45,168],"over":[46],"time.":[47],"Setting":[48],"up":[49],"required":[51,199],"infrastructure":[52,165],"to":[53,147],"run":[54],"a":[55,94,114,144],"Twin":[57,104],"is":[58],"still":[59],"an":[60],"ambitious":[61],"task":[62],"that":[63],"involves":[64],"significant":[65],"upfront":[66],"efforts":[67],"from":[68,132],"domain":[69],"experts,":[70],"although":[71],"existing":[72,133],"knowledge":[73],"about":[74,205],"engineering":[79,141],"models,":[80,135],"may":[81],"be":[82,202],"already":[83],"available":[84],"for":[85,166],"reuse.":[86],"To":[87],"address":[88],"this":[89,191],"issue,":[90],"we":[91],"present":[92],"AML4DT,":[93],"model-driven":[95],"framework":[96],"supporting":[97],"development":[99],"maintenance":[101,150],"infrastructures":[105],"by":[106,204],"employing":[107],"AutomationML":[108,134,160,183],"(AML)":[109],"models.":[110,125],"We":[111],"automatically":[112,130],"establish":[113],"connection":[115],"between":[116],"DTs":[120,180],"based":[121,181],"dedicated":[123],"DT":[124,127,164],"These":[126],"models":[128,161,184],"derived":[131],"which":[136],"produced":[138],"in":[139],"phases":[142],"system.":[145],"Additionally,":[146],"alleviate":[148],"DTs,":[153],"AML4DT":[154,188],"facilitates":[155],"synchronization":[157],"with":[162],"several":[167],"cases.":[169],"A":[170],"case":[171],"study":[172],"shows":[173],"benefits":[175],"developing":[177],"maintaining":[179],"using":[185],"proposed":[187],"framework.":[189],"For":[190],"particular":[192],"study,":[193],"effort":[195],"performing":[197],"tasks":[200],"could":[201],"reduced":[203],"50%.":[206]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}
