A Comprehensive Feature Study for Appliance Recognition on High Frequency Energy Data
A Comprehensive Feature Study for Appliance Recognition on High Frequency Energy Data
M. Kahl,A. Haq,Thomas Kriechbaumer,H. Jacobsen
2017 · DOI: 10.1145/3077839.3077845
Energy-Efficient Computing and Networking · 53 Citations
TLDR
A broad set of features for electrical appliance recognition, extracted from high frequency start-up events, are evaluated, including a stand-alone feature ranking, promising feature combinations for appliance recognition in general and appliance-wise performances.