{"id":"https://openalex.org/W4407951003","doi":"https://doi.org/10.1109/fie61694.2024.10893435","title":"WIP: A Review of Digital Twin Technology in Undergraduate Control Engineering Education: Applications, Challenges, and Future Directions","display_name":"WIP: A Review of Digital Twin Technology in Undergraduate Control Engineering Education: Applications, Challenges, and Future Directions","publication_year":2024,"publication_date":"2024-10-13","ids":{"openalex":"https://openalex.org/W4407951003","doi":"https://doi.org/10.1109/fie61694.2024.10893435"},"language":"en","primary_location":{"id":"doi:10.1109/fie61694.2024.10893435","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10893435","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"},"type":"review","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/A5055392145","display_name":"Crystal Blackwell","orcid":"https://orcid.org/0009-0006-3221-0477"},"institutions":[{"id":"https://openalex.org/I4210088717","display_name":"University of the West Indies","ror":"https://ror.org/003kgv736","country_code":"TT","type":"education","lineage":["https://openalex.org/I137799390","https://openalex.org/I4210088717"]}],"countries":["TT"],"is_corresponding":true,"raw_author_name":"Crystal Blackwell","raw_affiliation_strings":["University of the West Indies,Department of Electrical and Computer Engineering,Saint Augustine,Trinidad,West Indies"],"affiliations":[{"raw_affiliation_string":"University of the West Indies,Department of Electrical and Computer Engineering,Saint Augustine,Trinidad,West Indies","institution_ids":["https://openalex.org/I4210088717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021573145","display_name":"Sean Rocke","orcid":"https://orcid.org/0000-0003-0066-9508"},"institutions":[{"id":"https://openalex.org/I4210088717","display_name":"University of the West Indies","ror":"https://ror.org/003kgv736","country_code":"TT","type":"education","lineage":["https://openalex.org/I137799390","https://openalex.org/I4210088717"]}],"countries":["TT"],"is_corresponding":false,"raw_author_name":"Sean Rocke","raw_affiliation_strings":["University of the West Indies,Department of Electrical and Computer Engineering,Saint Augustine,Trinidad,West Indies"],"affiliations":[{"raw_affiliation_string":"University of the West Indies,Department of Electrical and Computer Engineering,Saint Augustine,Trinidad,West Indies","institution_ids":["https://openalex.org/I4210088717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055392145"],"corresponding_institution_ids":["https://openalex.org/I4210088717"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41704981,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9879000186920166,"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":0.9879000186920166,"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/T13482","display_name":"Engineering Education and Technology","score":0.9761999845504761,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5542944669723511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5195058584213257},{"id":"https://openalex.org/keywords/engineering-education","display_name":"Engineering education","score":0.5157273411750793},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3910180330276489},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.36096978187561035},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31811994314193726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11091485619544983}],"concepts":[{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5542944669723511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5195058584213257},{"id":"https://openalex.org/C5041995","wikidata":"https://www.wikidata.org/wiki/Q853745","display_name":"Engineering education","level":2,"score":0.5157273411750793},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3910180330276489},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.36096978187561035},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31811994314193726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11091485619544983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie61694.2024.10893435","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10893435","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2988359971","https://openalex.org/W3003667836","https://openalex.org/W3017131514","https://openalex.org/W3124589743","https://openalex.org/W3132985895","https://openalex.org/W3203568412","https://openalex.org/W3217075669","https://openalex.org/W4205745492","https://openalex.org/W4281551937","https://openalex.org/W4290043201","https://openalex.org/W4292261731","https://openalex.org/W4310811370","https://openalex.org/W4312957832","https://openalex.org/W4362685033","https://openalex.org/W4366507031","https://openalex.org/W4378191658","https://openalex.org/W4378745639","https://openalex.org/W4379623241","https://openalex.org/W4387883119","https://openalex.org/W4388549949","https://openalex.org/W4390621486","https://openalex.org/W4390820430","https://openalex.org/W4391948477","https://openalex.org/W4399120187","https://openalex.org/W6802427528","https://openalex.org/W6856018307"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2391645169","https://openalex.org/W1967782764","https://openalex.org/W2375453827","https://openalex.org/W2366365402","https://openalex.org/W2035959809","https://openalex.org/W4386208006","https://openalex.org/W2311964579","https://openalex.org/W3004752489","https://openalex.org/W2298573108"],"abstract_inverted_index":{"Contribution:":[0],"This":[1,220],"research,":[2],"WIP":[3],"paper":[4],"describes":[5],"a":[6,24,71,97,169,228],"domain-specific,":[7,126],"literature":[8,127,171],"review":[9,172,204],"on":[10,129,205,295],"the":[11,32,44,80,85,143,156,186,235,249,276,296],"use":[12],"of":[13,26,66,90,145,173,188,230,237,278],"Digital":[14],"Twins":[15],"(DTs)":[16],"in":[17,79,102,124,234,252,259],"undergraduate,":[18,151],"Control":[19],"Engineering":[20],"Education":[21],"(CEE).":[22],"Such":[23],"body":[25],"work":[27,221],"is":[28,96,108,121,227],"currently":[29],"absent":[30],"from":[31],"scientific":[33,81],"literature.":[34],"The":[35,165],"existing":[36,253],"DT":[37,74,113,135,207,217,232,254,262],"reviews":[38,75,101,128,176,233],"were":[39,199],"quantitatively":[40,184],"assessed,":[41],"and":[42,52,68,88,104,147,153,180,182,190,213,239,245,269,272,283,286],"then":[43,183],"CEE":[45,152,209,242],"applications,":[46,210],"implementation":[47],"possibilities,":[48],"emerging":[49,211],"opportunities,":[50],"challenges,":[51],"future":[53,288],"directions":[54],"identified.":[55],"Background:":[56],"DTs":[57,130,146,268],"are":[58,76],"cutting-edge":[59],"technologies,":[60,266],"touted":[61],"for":[62,99,142],"their":[63,148,160],"wide":[64],"range":[65],"applications":[67],"services.":[69],"As":[70],"result,":[72],"domain-focused,":[73],"often":[77],"found":[78],"literature,":[82],"to":[83,112,133],"address":[84],"individual":[86],"needs":[87],"challenges":[89,157,214,274],"various":[91],"application":[92,136,192],"domains.":[93,193],"However,":[94],"there":[95,226],"need":[98],"such":[100],"education":[103,122,189,238],"even":[105],"CEE,":[106],"which":[107],"itself":[109],"tightly":[110],"coupled":[111],"technology.":[114],"Research":[115],"Questions:":[116],"1.":[117],"To":[118],"what":[119],"extent":[120],"represented":[123],"recent,":[125],"as":[131],"compared":[132],"other":[134,191],"domains?":[137],"2.":[138],"What":[139],"opportunities":[140,212,257],"exist":[141,258],"incorporation":[144],"services":[149],"into":[150,201],"how":[154],"can":[155],"associated":[158,215],"with":[159,216],"integration":[161],"be":[162],"addressed?":[163],"Methodology:":[164],"methodology":[166],"involved":[167],"conducting":[168],"systematic":[170],"peer-reviewed,":[174],"domain-specific":[175],"published":[177],"between":[178],"2019":[179],"2024":[181],"as-sessing":[185],"representation":[187],"Subsequently,":[194],"peer":[195],"reviewed,":[196],"primary":[197],"sources":[198],"syn-thesized":[200],"an":[202],"integrative":[203],"available":[206],"services,":[208],"implementations.":[218],"Findings:":[219],"has":[222],"established":[223],"that":[224,293],"1)":[225],"lack":[229],"application-focused,":[231],"field":[236],"its":[240],"subdomain":[241],"2)":[243],"manufacturing":[244],"energy":[246],"systems":[247],"have":[248],"greatest":[250],"prominence":[251],"reviews.":[255],"3)":[256],"learning":[260],"theory-based":[261],"design,":[263],"novel":[264],"enabling":[265],"interacting":[267],"sustainable":[270],"education,":[271],"4)":[273],"include":[275],"management":[277],"curricula,":[279],"data,":[280],"finances,":[281],"change,":[282],"ethical":[284],"issues,":[285],"5)":[287],"works":[289],"should":[290],"develop":[291],"frameworks":[292],"capitalise":[294],"above":[297],"opportunities.":[298]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}