{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T01:27:33Z","timestamp":1768526853124,"version":"3.49.0"},"reference-count":26,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,9,17]],"date-time":"2024-09-17T00:00:00Z","timestamp":1726531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,9,17]],"date-time":"2024-09-17T00:00:00Z","timestamp":1726531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,9,17]]},"DOI":"10.1109\/smartgridcomm60555.2024.10738094","type":"proceedings-article","created":{"date-parts":[[2024,11,4]],"date-time":"2024-11-04T18:32:51Z","timestamp":1730745171000},"page":"438-444","source":"Crossref","is-referenced-by-count":1,"title":["A Transfer Learning Approach to Create Energy Forecasting Models for Building Fleets"],"prefix":"10.1109","author":[{"given":"Monica Vasquez","family":"Torres","sequence":"first","affiliation":[{"name":"Luleå University of Technology,Department of Computer Science, Electrical and Space Engineering,Skellefteå,Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zahraa","family":"Shahid","sequence":"additional","affiliation":[{"name":"Luleå University of Technology,Department of Computer Science, Electrical and Space Engineering,Skellefteå,Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Karan","family":"Mitra","sequence":"additional","affiliation":[{"name":"Luleå University of Technology,Department of Computer Science, Electrical and Space Engineering,Skellefteå,Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Saguna","family":"Saguna","sequence":"additional","affiliation":[{"name":"Luleå University of Technology,Department of Computer Science, Electrical and Space Engineering,Skellefteå,Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christer","family":"\u00c5hlund","sequence":"additional","affiliation":[{"name":"Luleå University of Technology,Department of Computer Science, Electrical and Space Engineering,Skellefteå,Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/icsmartgrid58556.2023.10170973"},{"key":"ref2","article-title":"What is transfer learning? [examples newbie-friendly guide]","author":"Baheti","year":"2021"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.adapen.2022.100084"},{"key":"ref4","article-title":"Transfer learning - machine learning\u2019s next frontier","author":"Ruder"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/access.2021.3134628"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.4236\/jdaip.2023.112007"},{"key":"ref7","article-title":"Energistatistik for lokaler, 2020"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/su15032340"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/tia.2022.3179222"},{"key":"ref10","doi-asserted-by":"crossref","article-title":"A transfer learning approach to minimize reinforcement learning risks in energy optimization for smart buildings","author":"Genkin","DOI":"10.1016\/j.enbuild.2023.113760"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.jobe.2023.107618"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/southeastcon51012.2023.10115128"},{"key":"ref13","first-page":"112","article-title":"Transfer Learning for Leisure Centre Energy Consumption Prediction","volume-title":"springer International Publishing","author":"Banda","year":"2019"},{"key":"ref14","doi-asserted-by":"crossref","DOI":"10.1109\/IREC51415.2021.9427869","article-title":"Transfer learning approach for occupancy prediction in smart buildings","volume-title":"2021 12th International Renewable Engineering Conference (IREC)","author":"Khalil"},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.23919\/ACC45564.2020.9147321","article-title":"Fast adaptation of thermal dynamics model for predictive control of hvac and natural ventilation using transfer learning with deep neural networks","volume-title":"2020 American Control Conference (ACC)","author":"chen"},{"issue":"10","key":"ref16","first-page":"1345","article-title":"A survey on transfer learning","volume-title":"IEEE Transactions on Knowledge and Data Engineering","volume":"22","author":"Pan","year":"2010"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/greentech56823.2023.10173792"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-74048-3"},{"key":"ref19","article-title":"wannesm\/dtaidistance: v2.3.5","author":"Wannesm"},{"key":"ref20","article-title":"Hierarchical clustering","author":"Karabiber"},{"key":"ref21","doi-asserted-by":"crossref","DOI":"10.1109\/CCECE49351.2022.9918481","article-title":"Agglomerative hierarchical clustering with dynamic time warping for household load curve clustering","volume-title":"2022 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","author":"AlMahamid"},{"key":"ref22","article-title":"A gentle introduction to transfer learning for deep learning","author":"Brownlee"},{"key":"ref23","article-title":"Understanding the differences: Fine-tuning vs. transfer learning","author":"chaba"},{"key":"ref24","article-title":"Keras documentation: Transfer learning fine-tuning","author":"chollet"},{"key":"ref25","article-title":"Practical process of transfer learning for time series forecasting","author":"Wei"},{"key":"ref26","article-title":"How to evaluate the performance of clustering algorithms using silhouette coefficient","author":"Koli"}],"event":{"name":"2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","location":"Oslo, Norway","start":{"date-parts":[[2024,9,17]]},"end":{"date-parts":[[2024,9,20]]}},"container-title":["2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10737921\/10738024\/10738094.pdf?arnumber=10738094","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T05:15:52Z","timestamp":1732684552000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10738094\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,17]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/smartgridcomm60555.2024.10738094","relation":{},"subject":[],"published":{"date-parts":[[2024,9,17]]}}}