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dc.contributor.authorMunné Collado, Íngrid
dc.contributor.authorMontesinos Miracle, Daniel
dc.contributor.authorVillafafila Robles, Roberto
dc.contributor.authorBové Salat, Adrià
dc.contributor.otherUniversitat Politècnica de Catalunya. Doctorat en Enginyeria Elèctrica
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria Elèctrica
dc.identifier.citationMunné, I. [et al.]. A data acquisition pipeline for home energy management systems. A: Congreso Iberoamericano de Ciudades Inteligentes. "Proceedings of the III Congreso Iberoamericano de Ciudades Inteligentess: San José, Costa Rica: Noviembre, 9-11, 2020". 2020, p. 195-209.
dc.description.abstractThis paper presents a modular data acquisition pipeline to integrate exible assets and distributed and renewable energy sources in households. This modular and general system's main aim is to enhance the data acquisition, data cleaning, and data storage steps of the different assets included in a Home Energy Management System, for the later scheduling of these resources based on economic optimization. The services that Home Energy Management Systems and data acquisition systems can provide to tackle the current distribution network challenges are identi ed. The data acquisition pipeline design is presented, being able to stock and collect data from many di erent real assets, as well as cloud-based data providers such as the electricity market price or the weather forecast. The description of the system is complemented by a study case, to validate the pipeline design and the data acquisition process.
dc.format.extent15 p.
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Spain
dc.subjectÀrees temàtiques de la UPC::Enginyeria elèctrica
dc.subjectÀrees temàtiques de la UPC::Energies
dc.subjectÀrees temàtiques de la UPC::Enginyeria elèctrica::Distribució d’energia elèctrica
dc.subject.lcshElectric power distribution
dc.subject.lcshRenewable energy sources
dc.subject.otherHome energy management system
dc.subject.otherElectric vehicle
dc.subject.otherDistributed generation
dc.subject.otherRenewable-based power plants
dc.subject.otherElectricity markets
dc.subject.otherdata acquisition
dc.subject.otherDemand-side management
dc.titleA data acquisition pipeline for home energy management systems
dc.typeConference lecture
dc.subject.lemacEnergia elèctrica -- Distribució
dc.subject.lemacEnergies renovables
dc.contributor.groupUniversitat Politècnica de Catalunya. CITCEA - Centre d'Innovació Tecnològica en Convertidors Estàtics i Accionaments
dc.rights.accessRestricted access - publisher's policy
dc.description.versionPostprint (author's final draft)
local.citation.authorMunné, I.; Montesinos-Miracle, D.; R. Villafafila-Robles; Bové, A.
local.citation.contributorCongreso Iberoamericano de Ciudades Inteligentes
local.citation.publicationNameProceedings of the III Congreso Iberoamericano de Ciudades Inteligentess: San José, Costa Rica: Noviembre, 9-11, 2020

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