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Home energy management system considering effective demand response strategies and uncertainties

dc.contributor.authorTostado-Véliz, Marcos
dc.contributor.authorArévalo, Paul
dc.contributor.authorKamel, Salah
dc.contributor.authorZawbaa, Hossam M.
dc.contributor.authorJurado-Melguizo, Francisco
dc.date.accessioned2024-12-02T08:26:51Z
dc.date.available2024-12-02T08:26:51Z
dc.date.issued2022-11
dc.description.abstractNowadays, load serving entities require more active participation from consumers. In this context, demand response programs and home energy management systems play a crucial role in achieving multiple goals such as peak clipping. However, the adoption of demand response initiatives typically has a negative impact on the monetary expenditures of the users. This way, a demand response program should be as effective as possible to make the different goals more easily achievable without compromising the financial requirements of the users. This paper develops a home energy management system that incorporates three novel effective demand response strategies. The effectiveness of the adopted demand response strategies is checked through extensive simulations in a benchmark prosumer environment. To this end, a novel scenario-based approach is developed in order to manage uncertainties. The introduced strategies are compared with other well-known demand response mechanisms. To that end, a novel comparative index, which serves to evaluate the compromise between demand response achievements and energy bills, is introduced. Results obtained demonstrate that the developed strategies are more effective than other approaches. In fact, through the use of the proposed mechanisms, different indicators can be improved until 70%, while the electricity bill is only scarcely increased (0.11€). Other relevant aspects like the influence of the storage capacity and computational performance of the introduced optimization framework are also analysed.es_ES
dc.description.sponsorshipThe author (Hossam M. Zawbaa) thanks the European Union’s Horizon 2020 research and Enterprise Ireland for their support under the Marie Skłodowska-Curie grant agreement No. 847402.es_ES
dc.identifier.citationMarcos Tostado-Véliz, Paul Arévalo, Salah Kamel, Hossam M. Zawbaa, Francisco Jurado, Home energy management system considering effective demand response strategies and uncertainties, Energy Reports, Volume 8, 2022, Pages 5256-5271, ISSN 2352-4847, https://doi.org/10.1016/j.egyr.2022.04.006.es_ES
dc.identifier.issn2352-4847es_ES
dc.identifier.other10.1016/j.egyr.2022.04.006es_ES
dc.identifier.urihttps://www.sciencedirect.com/science/article/pii/S2352484722007697es_ES
dc.identifier.urihttps://hdl.handle.net/10953/3444
dc.language.isoenges_ES
dc.publisherElsevieres_ES
dc.relation.ispartofEnergy Reports [2022]; [8]: [5256-5271]es_ES
dc.rightsAtribución-NoComercial-SinDerivadas 3.0 España*
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses_ES
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/*
dc.subjectDemand responsees_ES
dc.subjectHome energy management systemes_ES
dc.subjectUncertaintyes_ES
dc.titleHome energy management system considering effective demand response strategies and uncertaintieses_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.type.versioninfo:eu-repo/semantics/acceptedVersiones_ES

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