Title :
Voltage only multi-appliance power disaggregation
Author :
Filippi, Alessio ; Rietman, Ronald ; Wang, Ying ; De Marchi, Silvia Bertagna
Author_Institution :
Philips Res., Eindhoven, Netherlands
Abstract :
Continuous and detailed energy monitoring is essential to ensure the energy efficient operation of complex systems such as homes and office buildings. In this paper, we introduce a novel energy monitoring solution that with a single sensor provides the energy consumption per each single device in an electrical group. The proposed method monitors only the voltage from one socket and maps the voltage variations to the power jumps caused by the different devices. It does not require to monitor the overall current, thus enabling an extremely simple energy monitoring solution.
Keywords :
building management systems; electric sensing devices; energy conservation; power consumption; energy consumption; energy efficient operation; energy monitoring solution; multiappliance power disaggregation; office buildings; power jumps; single sensor; Admittance; Hair; Layout; Load modeling; Monitoring; Noise; Voltage measurement; Energy monitoring; Non-intrusive appliance load monitoring; Power disaggregation; voltage monitoring;
Conference_Titel :
Energy Conference and Exhibition (ENERGYCON), 2012 IEEE International
Conference_Location :
Florence
Print_ISBN :
978-1-4673-1453-4
DOI :
10.1109/EnergyCon.2012.6348282