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Fine-grained RNN with Transfer Learning for Energy Consumption Estimation on EVs

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dc.contributor.authorHua, Yining
dc.contributor.authorSevegnani, Michele
dc.contributor.authorYi, Dewei
dc.contributor.authorBirnie, Andrew
dc.contributor.authorMcaslan, Steve
dc.contributor.institutionUniversity of Aberdeen.Computing Scienceen
dc.contributor.institutionUniversity of Aberdeen.Machine Learningen
dc.date.accessioned2024-01-11T00:14:30Z
dc.date.available2024-01-11T00:14:30Z
dc.date.embargoedUntil2024-01-11
dc.date.issued2022-11
dc.descriptionThis work is supported by the Engineering and Physical Sciences Research Council, under PETRAS SRF grant MAGIC (EP/S035362/1) and the University of Glasgow Impact Acceleration Account.en
dc.description.statusPeer revieweden
dc.format.extent9
dc.format.extent4881964
dc.identifier211550050
dc.identifierf134e41e-0d36-4e21-bdea-e1a2ecd533ba
dc.identifier85123371675
dc.identifier85123371675
dc.identifier000856145200082
dc.identifier.citationHua, Y, Sevegnani, M, Yi, D, Birnie, A & Mcaslan, S 2022, 'Fine-grained RNN with Transfer Learning for Energy Consumption Estimation on EVs', IEEE Transactions on Industrial Informatics, vol. 18, no. 11, pp. 8182-8190. https://doi.org/10.1109/TII.2022.3143155en
dc.identifier.doi10.1109/TII.2022.3143155
dc.identifier.iss11en
dc.identifier.issn1551-3203
dc.identifier.otherORCID: /0000-0003-1702-9136/work/108709913
dc.identifier.otherORCID: /0000-0002-3377-6943/work/107568391
dc.identifier.urihttps://hdl.handle.net/2164/22523
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85123371675&partnerID=8YFLogxKen
dc.identifier.vol18en
dc.language.isoeng
dc.relation.ispartofIEEE Transactions on Industrial Informaticsen
dc.subjectSDG 7 - Affordable and Clean Energyen
dc.subjectSDG 13 - Climate Actionen
dc.subjectelectric vehicleen
dc.subjectenergy consumption estimationen
dc.subjecttrajectory segmentationen
dc.subjecttransfer learningen
dc.subjectrecurrent neural networken
dc.subjectQA75 Electronic computers. Computer scienceen
dc.subjectControl and Systems Engineeringen
dc.subjectInformation Systemsen
dc.subjectComputer Science Applicationsen
dc.subjectElectrical and Electronic Engineeringen
dc.subjectEngineering and Physical Sciences Research Council (EPSRC)en
dc.subjectEP/S035362/1en
dc.subject.lccQA75en
dc.titleFine-grained RNN with Transfer Learning for Energy Consumption Estimation on EVsen
dc.typeJournal articleen

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