Calculation of a classification model that allows us to accurately and automatically assign an energy class to the buildings depending on how these optimize the energy consumption. This has made using data mining techniques. As an input were introduced various real datasets from the Piedmont Region (Italy).Cálculo de un modelo de clasificación que nos permite asignar de forma automática y precisa una clase energética a los edificios en función de cómo estos optimizan la energía que consumen. Para ello se ha hecho uso de técnicas de minería de datos partiendo de diferentes datasets energéticos reales provenientes de la Región de Piamonte (Italia).Albir Monzón, C. (2014). Analysis of building energy consumption using data mining techniques....
This thesis aims at developing a method that makes use of advanced statistical models to analyze bui...
Energy Certificates of Buildings (ECB) provide interesting information on the standard energy perfor...
Energy consumption estimation for building energy management systems (BEMS) is one of the key factor...
Calculation of a classification model that allows us to accurately and automatically assign an energ...
Energy consumption data, in particular those involving public buildings, are impacted by many factor...
In this paper, a dataset of 92,906 dwellings was analysed adopting data mining techniques for the cl...
Ensuring that the energy need predicted by energy modelling corresponds to the actual energy need, w...
International audienceFocusing on up-to-date artificial intelligence models to solve building energy...
This study describes three different data mining techniques for detecting abnormal lighting energy c...
The high level of energy consumption of buildings is significantly influencing occupant behavior cha...
Understanding the underlying dynamics of building energy consumption is the very first step towards ...
More than 30 % of the Italian schools have very low energy efficiency due to aging or poor quality o...
AbstractIn this paper, a dataset of 92,906 dwellings was analysed adopting data mining techniques fo...
Heating and cooling in buildings is a central aspect for adopting energy efficiency measures and imp...
A bottom-up electricity characterisation methodology of the building stock at the local level is pre...
This thesis aims at developing a method that makes use of advanced statistical models to analyze bui...
Energy Certificates of Buildings (ECB) provide interesting information on the standard energy perfor...
Energy consumption estimation for building energy management systems (BEMS) is one of the key factor...
Calculation of a classification model that allows us to accurately and automatically assign an energ...
Energy consumption data, in particular those involving public buildings, are impacted by many factor...
In this paper, a dataset of 92,906 dwellings was analysed adopting data mining techniques for the cl...
Ensuring that the energy need predicted by energy modelling corresponds to the actual energy need, w...
International audienceFocusing on up-to-date artificial intelligence models to solve building energy...
This study describes three different data mining techniques for detecting abnormal lighting energy c...
The high level of energy consumption of buildings is significantly influencing occupant behavior cha...
Understanding the underlying dynamics of building energy consumption is the very first step towards ...
More than 30 % of the Italian schools have very low energy efficiency due to aging or poor quality o...
AbstractIn this paper, a dataset of 92,906 dwellings was analysed adopting data mining techniques fo...
Heating and cooling in buildings is a central aspect for adopting energy efficiency measures and imp...
A bottom-up electricity characterisation methodology of the building stock at the local level is pre...
This thesis aims at developing a method that makes use of advanced statistical models to analyze bui...
Energy Certificates of Buildings (ECB) provide interesting information on the standard energy perfor...
Energy consumption estimation for building energy management systems (BEMS) is one of the key factor...