A Study of the Relationship between Weather Variables and Electric Power Demand inside a Smart Grid/Smart World Framework

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dc.contributor.authorHernández, Luis
dc.contributor.authorBaladrón, Carlos
dc.contributor.authorAguiar, Javier M.
dc.contributor.authorCalavia, Lorena
dc.contributor.authorCarro, Belén
dc.contributor.authorSánchez Esguevillas, Antonio
dc.contributor.authorCook, Diane J.
dc.contributor.authorChinarro, David
dc.contributor.authorGómez Sanz, Jorge Jesús
dc.date.accessioned2023-06-20T01:05:07Z
dc.date.available2023-06-20T01:05:07Z
dc.date.issued2012-08-27
dc.description.abstractOne of the main challenges of today’s society is the need to fulfill at the same time the two sides of the dichotomy between the growing energy demand and the need to look after the environment. Smart Grids are one of the answers: intelligent energy grids which retrieve data about the environment through extensive sensor networks and react accordingly to optimize resource consumption. In order to do this, the Smart Grids need to understand the existing relationship between energy demand and a set of relevant climatic variables. All smart “systems” (buildings, cities, homes, consumers, etc.) have the potential to employ their intelligence for self-adaptation to climate conditions. After introducing the Smart World, a global framework for the collaboration of these smart systems, this paper presents the relationship found at experimental level between a range of relevant weather variables and electric power demand patterns, presenting a case study using an agent-based system, and emphasizing the need to consider this relationship in certain Smart World (and specifically Smart Grid and microgrid) applications.
dc.description.departmentDepto. de Ingeniería de Software e Inteligencia Artificial (ISIA)
dc.description.facultyFac. de Informática
dc.description.refereedTRUE
dc.description.statuspub
dc.eprint.idhttps://eprints.ucm.es/id/eprint/67841
dc.identifier.doi10.3390/s120911571
dc.identifier.issn1424-8220
dc.identifier.officialurlhttps://doi.org/10.3390/s120911571
dc.identifier.urihttps://hdl.handle.net/20.500.14352/43287
dc.issue.number9
dc.journal.titleSensors
dc.language.isoeng
dc.page.final11591
dc.page.initial11571
dc.publisherMDPI
dc.rightsAtribución 3.0 España
dc.rights.accessRightsopen access
dc.rights.urihttps://creativecommons.org/licenses/by/3.0/es/
dc.subject.keywordSmart Grid
dc.subject.keywordmicrogrid
dc.subject.keywordSmart City
dc.subject.keywordSmart Environment
dc.subject.keywordSmart World
dc.subject.keywordweather variables
dc.subject.keywordelectric power demand
dc.subject.keywordsensor
dc.subject.ucmInteligencia artificial (Informática)
dc.subject.ucmRedes
dc.subject.unesco1203.04 Inteligencia Artificial
dc.titleA Study of the Relationship between Weather Variables and Electric Power Demand inside a Smart Grid/Smart World Framework
dc.typejournal article
dc.volume.number12
dspace.entity.typePublication
relation.isAuthorOfPublication99c6203f-0e5b-4c2e-8df2-7d88175aff3d
relation.isAuthorOfPublication.latestForDiscovery99c6203f-0e5b-4c2e-8df2-7d88175aff3d
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