{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T04:55:19Z","timestamp":1768452919366,"version":"3.49.0"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2024,11,7]],"date-time":"2024-11-07T00:00:00Z","timestamp":1730937600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2024,11,7]],"date-time":"2024-11-07T00:00:00Z","timestamp":1730937600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"funder":[{"name":"Central Basic Research Funds Project","award":["542023Y-10358 and 542023Y-10359"],"award-info":[{"award-number":["542023Y-10358 and 542023Y-10359"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Energy Inform"],"DOI":"10.1186\/s42162-024-00423-2","type":"journal-article","created":{"date-parts":[[2024,11,7]],"date-time":"2024-11-07T15:39:12Z","timestamp":1730993952000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Analysis of user behavior and energy-saving potential of electric water heaters"],"prefix":"10.1186","volume":"7","author":[{"given":"Jialin","family":"Liu","sequence":"first","affiliation":[]},{"given":"Xue","family":"Bai","sequence":"additional","affiliation":[]},{"given":"Yujuan","family":"Xia","sequence":"additional","affiliation":[]},{"given":"Yan","family":"Bai","sequence":"additional","affiliation":[]},{"given":"Yanrong","family":"Kong","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,11,7]]},"reference":[{"key":"423_CR1","doi-asserted-by":"publisher","first-page":"3748","DOI":"10.1016\/j.applthermaleng.2011.07.023","volume":"31","author":"P Bansal","year":"2011","unstructured":"Bansal P, Vineyard E, Abdelaziz O (2011) Advances in household appliances-A review. Appl Therm Eng 31:3748\u20133760","journal-title":"Appl Therm Eng"},{"key":"423_CR2","doi-asserted-by":"publisher","first-page":"394","DOI":"10.1016\/j.enbuild.2007.03.007","volume":"40","author":"L P\u00e9rez-Lombard","year":"2008","unstructured":"P\u00e9rez-Lombard L, Ortiz J, Pout C (2008) A review on buildings energy consumption information. Energy Build 40:394\u2013398","journal-title":"Energy Build"},{"key":"423_CR3","doi-asserted-by":"publisher","first-page":"1617","DOI":"10.3390\/buildings13071617","volume":"13","author":"H Gao","year":"2023","unstructured":"Gao H et al (2023) A review of building carbon emission accounting and prediction models. Buildings 13:1617","journal-title":"Buildings"},{"key":"423_CR4","doi-asserted-by":"crossref","unstructured":"Nel P, Booysen MJ, van der Merwe B in 2017 IEEE Innovative Smart Grid Technologies-Asia (ISGT-Asia). 1\u20136 (IEEE)","DOI":"10.1109\/ISGT-Asia.2017.8378439"},{"key":"423_CR5","doi-asserted-by":"publisher","first-page":"366","DOI":"10.1016\/j.enbuild.2017.03.064","volume":"148","author":"S Hu","year":"2017","unstructured":"Hu S, Yan D, Guo S, Cui Y, Dong B (2017) A survey on energy consumption and energy usage behavior of households and residential building in urban China. Energy Build 148:366\u2013378","journal-title":"Energy Build"},{"key":"423_CR6","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1016\/j.buildenv.2013.09.006","volume":"72","author":"O Ibrahim","year":"2014","unstructured":"Ibrahim O, Fardoun F, Younes R, Louahlia-Gualous H (2014) Review of water-heating systems: General selection approach based on energy and environmental aspects. Build Environ 72:259\u2013286","journal-title":"Build Environ"},{"key":"423_CR7","doi-asserted-by":"publisher","first-page":"443","DOI":"10.3390\/en17020443","volume":"17","author":"IA Kachalla","year":"2024","unstructured":"Kachalla IA, Ghiaus C (2024) Electric Water Boiler Energy Prediction: state-of-the-art review of influencing factors, techniques, and future directions. Energies 17:443","journal-title":"Energies"},{"key":"423_CR8","doi-asserted-by":"publisher","first-page":"369","DOI":"10.1016\/0038-092X(95)00014-I","volume":"54","author":"K Papakostas","year":"1995","unstructured":"Papakostas K, Papageorgiou N, Sotiropoulos B (1995) Residential hot water use patterns in Greece. Sol Energy 54:369\u2013374","journal-title":"Sol Energy"},{"key":"423_CR9","doi-asserted-by":"publisher","first-page":"304","DOI":"10.1016\/j.enbuild.2015.09.067","volume":"109","author":"D George","year":"2015","unstructured":"George D, Pearre NS, Swan LG (2015) High resolution measured domestic hot water consumption of Canadian homes. Energy Build 109:304\u2013315","journal-title":"Energy Build"},{"key":"423_CR10","unstructured":"Reed JH, Broadwater RP, Chandrasekaran A, Thompson J in Proceedings of the 1988 ACEEE Summer Study on Energy Efficiency in Buildings."},{"key":"423_CR11","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/j.solener.2014.10.026","volume":"111","author":"S Edwards","year":"2015","unstructured":"Edwards S, Beausoleil-Morrison I, Laperri\u00e8re A (2015) Representative hot water draw profiles at high temporal resolution for simulating the performance of solar thermal systems. Sol Energy 111:43\u201352","journal-title":"Sol Energy"},{"key":"423_CR12","unstructured":"Chmielewska A, Szulgowska-Zgrzywa M, Danielewicz J in E3S Web of Conferences. 00014 (EDP Sciences)"},{"key":"423_CR13","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/j.enbuild.2017.03.021","volume":"143","author":"A Ferrantelli","year":"2017","unstructured":"Ferrantelli A, Ahmed K, Pylsy P, Kurnitski J (2017) Analytical modelling and prediction formulas for domestic hot water consumption in residential Finnish apartments. Energy Build 143:53\u201360","journal-title":"Energy Build"},{"key":"423_CR14","doi-asserted-by":"publisher","first-page":"692","DOI":"10.1016\/j.apenergy.2016.04.075","volume":"177","author":"G Huebner","year":"2016","unstructured":"Huebner G, Shipworth D, Hamilton I, Chalabi Z, Oreszczyn T (2016) Understanding electricity consumption: a comparative contribution of building factors, socio-demographics, appliances, behaviours and attitudes. Appl Energy 177:692\u2013702","journal-title":"Appl Energy"},{"key":"423_CR15","doi-asserted-by":"publisher","first-page":"1061","DOI":"10.1016\/j.rser.2017.05.264","volume":"80","author":"E Delzendeh","year":"2017","unstructured":"Delzendeh E, Wu S, Lee A, Zhou Y (2017) The impact of occupants\u2019 behaviours on building energy analysis: a research review. Renew Sustain Energy Rev 80:1061\u20131071","journal-title":"Renew Sustain Energy Rev"},{"key":"423_CR16","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1016\/j.enpol.2017.12.042","volume":"114","author":"G Trotta","year":"2018","unstructured":"Trotta G (2018) Factors affecting energy-saving behaviours and energy efficiency investments in British households. Energy Policy 114:529\u2013539","journal-title":"Energy Policy"},{"key":"423_CR17","doi-asserted-by":"publisher","first-page":"831","DOI":"10.1038\/s41560-019-0480-5","volume":"4","author":"V Tiefenbeck","year":"2019","unstructured":"Tiefenbeck V, W\u00f6rner A, Sch\u00f6b S, Fleisch E, Staake T (2019) Real-time feedback reduces energy consumption among the broader public without financial incentives. Nat Energy 4:831\u2013832","journal-title":"Nat Energy"},{"key":"423_CR18","unstructured":"Johnson A (2013) An International Survey of Electric Storage Tank Water Heater Efficiency and Standards"},{"key":"423_CR19","doi-asserted-by":"publisher","first-page":"3912","DOI":"10.3390\/en14133912","volume":"14","author":"W Salameh","year":"2021","unstructured":"Salameh W, Faraj J, Harika E, Murr R, Khaled M (2021) On the optimization of electrical water heaters: Modelling simulations and experimentation. Energies 14:3912","journal-title":"Energies"},{"key":"423_CR20","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1016\/S0306-2619(02)00006-5","volume":"71","author":"AA Hegazy","year":"2002","unstructured":"Hegazy AA, Diab M (2002) Performance of an improved design for storage-type domestic electrical water-heaters. Appl Energy 71:287\u2013306","journal-title":"Appl Energy"},{"key":"423_CR21","unstructured":"GB 21519\u2009\u2013\u20092008 Minimum allowable values of energy efficiency and energy efficiency grades for electrical storage water heaters. https:\/\/std.samr.gov.cn\/gb\/search\/gbDetailed?id= E116673E9BBCA3B7E05397BE0A0AC6BF"},{"key":"423_CR22","doi-asserted-by":"publisher","first-page":"2128","DOI":"10.1016\/j.enbuild.2008.06.007","volume":"40","author":"DS Sowmy","year":"2008","unstructured":"Sowmy DS, Prado RT (2008) Assessment of energy efficiency in electric storage water heaters. Energy Build 40:2128\u20132132","journal-title":"Energy Build"},{"key":"423_CR23","unstructured":"Aguilar C, White D, Ryan DL (2005) Domestic water heating and water heater energy consumption in Canada."},{"key":"423_CR24","doi-asserted-by":"publisher","first-page":"468","DOI":"10.1016\/j.apenergy.2014.06.008","volume":"131","author":"G Bourke","year":"2014","unstructured":"Bourke G, Bansal P, Raine R (2014) Performance of gas tankless (instantaneous) water heaters under various international standards. Appl Energy 131:468\u2013478","journal-title":"Appl Energy"},{"key":"423_CR25","unstructured":"Hu B (2017) Investigation and analysis for standby energy consumption of electrical appliances in buildings and energy-saving potentials associated with behavior based on data mining"},{"key":"423_CR26","doi-asserted-by":"publisher","first-page":"373","DOI":"10.1093\/ijlct\/ctaa007","volume":"15","author":"C Kizilors","year":"2020","unstructured":"Kizilors C, Aydin D (2020) Effect of thermostat position and its set-point temperature on the performance of a domestic electric water heater. Int J Low-Carbon Technol 15:373\u2013381","journal-title":"Int J Low-Carbon Technol"},{"key":"423_CR27","first-page":"49","volume":"12","author":"ZQ Qiangjun Xie","year":"2023","unstructured":"Qiangjun Xie ZQ, Wang S (2023) Research on Temperature Setting of Household Storage Electric Water Heater. Math Modelling its Appl 12:49\u201355","journal-title":"Math Modelling its Appl"},{"key":"423_CR28","doi-asserted-by":"publisher","first-page":"1211","DOI":"10.1016\/j.rser.2008.08.002","volume":"13","author":"A Hepbasli","year":"2009","unstructured":"Hepbasli A, Kalinci Y (2009) A review of heat pump water heating systems. Renew Sustain Energy Rev 13:1211\u20131229","journal-title":"Renew Sustain Energy Rev"},{"key":"423_CR29","unstructured":"Li H (2015) Research on Intelligent Control Technology of Storage-type Electric Water Heater by User Behavior."},{"key":"423_CR30","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s12046-017-0781-y","volume":"43","author":"D Prakash","year":"2018","unstructured":"Prakash D (2018) Thermal analysis of building roof assisted with water heater and insulation material. S\u0101dhan\u0101 43:1\u201310","journal-title":"S\u0101dhan\u0101"},{"key":"423_CR31","doi-asserted-by":"publisher","first-page":"1244","DOI":"10.3390\/en14051244","volume":"14","author":"H Park","year":"2021","unstructured":"Park H (2021) A stochastic planning model for battery energy storage systems coupled with utility-scale solar photovoltaics. Energies 14:1244","journal-title":"Energies"},{"key":"423_CR32","doi-asserted-by":"publisher","first-page":"507","DOI":"10.1109\/TCE.2013.6626231","volume":"59","author":"J Byun","year":"2013","unstructured":"Byun J, Park S, Kang B, Hong I, Park S (2013) Design and implementation of an intelligent energy saving system based on standby power reduction for a future zero-energy home environment. IEEE Trans Consum Electron 59:507\u2013514","journal-title":"IEEE Trans Consum Electron"},{"key":"423_CR33","doi-asserted-by":"publisher","first-page":"1894","DOI":"10.3390\/en16041894","volume":"16","author":"Y Hao","year":"2023","unstructured":"Hao Y, Vand B, Delgado BM, Baldi S (2023) Market manipulation in stock and power markets: a study of indicator-based monitoring and regulatory challenges. Energies 16:1894","journal-title":"Energies"}],"container-title":["Energy Informatics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s42162-024-00423-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1186\/s42162-024-00423-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s42162-024-00423-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,7]],"date-time":"2024-11-07T16:02:25Z","timestamp":1730995345000},"score":1,"resource":{"primary":{"URL":"https:\/\/energyinformatics.springeropen.com\/articles\/10.1186\/s42162-024-00423-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,7]]},"references-count":33,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2024,12]]}},"alternative-id":["423"],"URL":"https:\/\/doi.org\/10.1186\/s42162-024-00423-2","relation":{},"ISSN":["2520-8942"],"issn-type":[{"value":"2520-8942","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11,7]]},"assertion":[{"value":"29 September 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"31 October 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 November 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Not applicable.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent for publication"}},{"value":"The authors declare no competing interests.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"Not applicable.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"Not applicable.","order":5,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent to participate"}}],"article-number":"114"}}