{"id":"https://openalex.org/W4390402082","doi":"https://doi.org/10.1109/isgtasia54891.2023.10372761","title":"Leveraging Digital Twins and Demand Side Recommender Chatbot for Optimizing Smart Grid Energy Efficiency","display_name":"Leveraging Digital Twins and Demand Side Recommender Chatbot for Optimizing Smart Grid Energy Efficiency","publication_year":2023,"publication_date":"2023-11-21","ids":{"openalex":"https://openalex.org/W4390402082","doi":"https://doi.org/10.1109/isgtasia54891.2023.10372761"},"language":"en","primary_location":{"id":"doi:10.1109/isgtasia54891.2023.10372761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgtasia54891.2023.10372761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia)","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/A5084881549","display_name":"Abiodun E. Onile","orcid":"https://orcid.org/0000-0002-7135-1735"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":true,"raw_author_name":"Abiodun E. Onile","raw_affiliation_strings":["Tallinn University of Technology, Akadeemia tee 15a,Department of Software Science,Tallinn,12618"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology, Akadeemia tee 15a,Department of Software Science,Tallinn,12618","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043375178","display_name":"Juri Belikov","orcid":"https://orcid.org/0000-0002-8243-7374"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Juri Belikov","raw_affiliation_strings":["Tallinn University of Technology, Akadeemia tee 15a,Department of Software Science,Tallinn,12618"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology, Akadeemia tee 15a,Department of Software Science,Tallinn,12618","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061791014","display_name":"Eduard Petlenkov","orcid":"https://orcid.org/0000-0003-2167-6280"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Eduard Petlenkov","raw_affiliation_strings":["Tallinn University of Technology, Akadeemia tee 15a,Department of Computer Systems,Tallinn,12618"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology, Akadeemia tee 15a,Department of Computer Systems,Tallinn,12618","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067412613","display_name":"Yoash Levron","orcid":"https://orcid.org/0000-0001-9775-1406"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yoash Levron","raw_affiliation_strings":["Technion&#x2014;Israel Institute of Technology,Faculty of Electrical &#x0026; Computer Engineering,Haifa,Israel,3200003"],"affiliations":[{"raw_affiliation_string":"Technion&#x2014;Israel Institute of Technology,Faculty of Electrical &#x0026; Computer Engineering,Haifa,Israel,3200003","institution_ids":["https://openalex.org/I174306211"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084881549"],"corresponding_institution_ids":["https://openalex.org/I111112146"],"apc_list":null,"apc_paid":null,"fwci":3.3452,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.93501036,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9890999794006348,"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"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9890999794006348,"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"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7707823514938354},{"id":"https://openalex.org/keywords/chatbot","display_name":"Chatbot","score":0.7664023637771606},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.709041178226471},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.634211540222168},{"id":"https://openalex.org/keywords/demand-side","display_name":"Demand side","score":0.5241406559944153},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.472205251455307},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4159625768661499},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2668282687664032},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08380189538002014},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07397028803825378}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7707823514938354},{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.7664023637771606},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.709041178226471},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.634211540222168},{"id":"https://openalex.org/C3020254827","wikidata":"https://www.wikidata.org/wiki/Q5255016","display_name":"Demand side","level":2,"score":0.5241406559944153},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.472205251455307},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4159625768661499},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2668282687664032},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08380189538002014},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07397028803825378},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgtasia54891.2023.10372761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgtasia54891.2023.10372761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322252","display_name":"Israel Science Foundation","ror":"https://ror.org/04sazxf24"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2605240050","https://openalex.org/W3088778701","https://openalex.org/W3096189445","https://openalex.org/W3125363612","https://openalex.org/W3129472311","https://openalex.org/W3193052163","https://openalex.org/W3203002875","https://openalex.org/W4200010695","https://openalex.org/W4205852546","https://openalex.org/W4220916370","https://openalex.org/W4287985500","https://openalex.org/W4292092796","https://openalex.org/W4297166494","https://openalex.org/W4312625050","https://openalex.org/W4315853635","https://openalex.org/W4385245566"],"related_works":["https://openalex.org/W4383501580","https://openalex.org/W4214931137","https://openalex.org/W4387007686","https://openalex.org/W4313813117","https://openalex.org/W4382052417","https://openalex.org/W3192088754","https://openalex.org/W3084631705","https://openalex.org/W3176146353","https://openalex.org/W2371712192","https://openalex.org/W2525360037"],"abstract_inverted_index":{"Electricity":[0],"consumers":[1],"often":[2],"face":[3],"the":[4,129,182],"challenge":[5],"of":[6,70,128,136,147,170,178,184,189],"selecting":[7],"an":[8],"optimal":[9],"plan":[10],"for":[11,102,145],"saving":[12],"energy.":[13],"Strategic":[14],"energy":[15,43,157,162,167],"management":[16],"and":[17,85,106,119,154,193],"monitoring":[18],"plays":[19],"a":[20],"key":[21],"role":[22],"in":[23,117,123,132,187],"overcoming":[24],"these":[25],"challenges.":[26],"Developments":[27],"around":[28],"Industry":[29],"5.0":[30],"powered":[31],"smart":[32,171],"grid":[33,149,172],"proffers":[34],"adequate":[35],"solutions":[36],"which":[37],"allows":[38],"end-consumers":[39,121],"to":[40,57,64],"monitor":[41],"their":[42],"performance":[44],"towards":[45,165,196],"effecting":[46],"demand":[47,103,137,199],"side":[48,104,138],"recommendation":[49,191],"services.":[50],"Specific":[51],"problems":[52],"where":[53],"end-users":[54],"are":[55],"likely":[56],"ignore":[58],"recommended":[59,124],"advice":[60,164],"exists,":[61],"thereby":[62],"contributing":[63],"widening":[65],"\u2018knowledge-action":[66],"gap\u2019.":[67],"An":[68],"ensemble":[69],"hybrid":[71],"digital":[72],"twins":[73],"(DT)":[74],"asset":[75,97],"modelling":[76],"based":[77,96,111],"on":[78],"ordinary":[79],"differential":[80],"equation":[81],"(ODE)":[82],"physics":[83],"engine":[84],"data":[86],"driven":[87],"recurrent":[88],"neural":[89],"network":[90],"(RNN)":[91],"prediction":[92],"approach":[93,186],"alongside":[94],"PageRank":[95],"behavior":[98,158],"scoring":[99],"algorithm":[100],"deployed":[101],"recommender":[105,139],"generative":[107],"pre-trained":[108],"transformers":[109],"(GPT)":[110],"conversational":[112,142],"chatbot":[113,143],"technology":[114],"show":[115],"effectiveness":[116,183],"engaging":[118],"extending":[120,133],"interests":[122],"advice.":[125],"The":[126],"novelty":[127],"study":[130],"lies":[131],"current":[134],"scope":[135],"scheme":[140],"via":[141],"interface":[144],"DT":[146],"electricity":[148,198],"assets":[150],"that":[151],"better":[152],"engage":[153],"monitors":[155],"end-user\u2019s":[156],"while":[159],"offering":[160],"appropriate":[161],"efficiency":[163],"achieving":[166],"conservation":[168],"goals":[169],"consumers.":[173],"Extensive":[174],"experiments,":[175],"including":[176],"evaluation":[177],"end-user":[179],"studies,":[180],"revealed":[181],"proposed":[185],"terms":[188],"improved":[190],"quality":[192],"user":[194],"engagement":[195],"net":[197],"reduction.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
