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Combining occupancy user profiles in a multi-user environment: An academic office case study
Conference ObjectAbstract: In a worldwide context, space heating is the largest energy consumer in commercial buildings, it accPalabras claves:multi-user environment, Occupancy pbkp_rediction, Smart thermostat, user profileAutores:Andrés Auquilla, Andrés Vinicio Auquilla Sangolqui, De Bock Y., Duflou J.R., Nowé A.Fuentes:rraaescopusNonparametric user activity modelling and pbkp_rediction
ArticleAbstract: Modelling the occupancy of buildings, rooms or the usage of machines has many applications in varyinPalabras claves:Activity Recognition, Clustering, Dirichlet process mixture, Occupancy pbkp_redictionAutores:Andrés Auquilla, De Bock Y., Duflou J.R., Nowé A.Fuentes:scopusImproving Cluster-based Methods for Usage Anticipation by the Application of Data Transformations
Conference ObjectAbstract: The wide adoption of Internet of Things (IoT) infrastructure in recent years has allowed capturing dPalabras claves:cluster detection, Dimensionality reduction, logisticPCA, logisticSVD, usage profilingAutores:Andrés Auquilla, De Bock Y., Duflou J.R.Fuentes:scopusIntelligent occupancy-driven thermostat by dynamic user profiling
Conference ObjectAbstract: Matching system functionality and user needs by learning from user behaviour enables a significant rPalabras claves:Autores:Andrés Auquilla, Andrés Vinicio Auquilla Sangolqui, De Bock Y., Duflou J.R., Kellens K., Nowé A.Fuentes:rraaescopusImpact reduction potential by usage anticipation under comfort trade-off conditions
ArticleAbstract: Well-optimized intelligent control of products and systems with a substantial energy and/or consumabPalabras claves:Energy efficiency, pattern recognition, Usage patternsAutores:Andrés Auquilla, Andrés Vinicio Auquilla Sangolqui, De Bock Y., Duflou J.R., Kellens K., Nowé A.Fuentes:rraaescopusThe energy saving potential of retrofitting a smart heating system: A residence hall pilot study
ArticleAbstract: Energy conservation is of increasing importance in contemporary society. A large fraction of energyPalabras claves:Building automation, Energy conservation, energy management, Occupancy pbkp_rediction, Smart home, Smart thermostatAutores:Andrés Auquilla, Bracquené E., De Bock Y., Duflou J.R., Nowé A.Fuentes:scopus