000001002 001__ 1002
000001002 005__ 20181220113722.0
000001002 037__ $$aARTICLE
000001002 041__ $$aeng
000001002 245__ $$aBig data :$$bthe key to energy efficiency in smart buildings
000001002 260__ $$c2015
000001002 269__ $$a2015-01
000001002 506__ $$avisible
000001002 520__ $$9eng$$aDue to the high impact that energy consumption of buildings has at global scale, it has been stated the need of achieving energy-efficient buildings to reduce CO2 emissions and energy consumption at global scale. In this work we present a novel approach to generate models of the building energy consumption associated with comfort services. Thus, analysing these models enables select the best strategies to save energy. To verify the feasibility of this proposal, we carry out some analysis in a reference building of which we have contextual data. Firstly, we provide a complete characterization of this building in term of its energy consumption and generate accurate building models able to predict its energy consumption given a concrete set of inputs. Finally, considering the generated energy usage proile of the building, we propose some concrete control actions and strategies to save energy.
000001002 592__ $$aHEG-VS
000001002 592__ $$bInstitut Informatique de gestion
000001002 592__ $$cEconomie et Services
000001002 65017 $$aInformatique
000001002 655__ $$ascientifique
000001002 6531_ $$9eng$$ainternet of things
000001002 6531_ $$9eng$$asmart buildings
000001002 6531_ $$9eng$$adata intelligence analysis
000001002 6531_ $$9eng$$aenergy information
000001002 6531_ $$9eng$$amanagement
000001002 6531_ $$9eng$$aenergy efficiency
000001002 700__ $$aMoreno, Victoria$$uDepartment of Information and Communications Engineering, University of Murcia, Murcia, Spain
000001002 700__ $$aDufour, Luc$$uUniversity of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis
000001002 700__ $$aSkarmeta, Antonio$$uDepartment of Information and Communications Engineering, University of Murcia, Murcia, Spain
000001002 700__ $$aJara, Antonio$$uUniversity of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis
000001002 700__ $$aGenoud, Dominique$$uUniversity of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis
000001002 700__ $$aLadevie, Bruno$$uMines Telecom, Albi, France
000001002 700__ $$aBezian, JeanJacques$$uMines Telecom, Albi, France
000001002 773__ $$tSoft computing manuscrit
000001002 8564_ $$s6886031$$uhttps://hesso.tind.io/record/1002/files/dufour_bigdata_2015.pdf
000001002 909CO $$ooai:hesso.tind.io:1002$$pGLOBAL_SET
000001002 906__ $$aNONE
000001002 950__ $$aI2
000001002 980__ $$ascientifique