Understanding household energy-consumption patterns is essential for developing effective
energy-conservation strategies. This study aims to identify 'out-profiled'consumers …

As far as home appliances are concerned, a major issue arises as malfunctions frequently
go unnoticed by homeowners, consuming a significant amount of energy. Identifying this …

The electricity consumption of a residence depends on many factors such as the habits and
economical status of the occupants, the properties of the household and many more. To …

Applications utilizing simulation tools play a significant role in building design, demand
response and building's performance optimization. In this paper a set of regression …

Electrical demand flexibility is a key component to enabling a low cost, low carbon grid. In
this study, residential electricity demand and flexibility is explored from the lens of a virtual …

The residents' occupancy behaviour determines a big part of the energy usage inside a
building. This paper implements a new methodology for real time occupancy inference …

The first step towards energy awareness is to gain the knowledge on how much energy
each household device consumes. This paper introduces a new methodology for activity …