Non Intrusive Load Monitoring in Chaotic Switched Networks

Abstract:

This work presents a nonintrusive load disaggregation scheme. The proposed methodology uses a kernel based nonlinear regression strategy to analyze a set of RLC loads with chaotic switching, considering the time series of the total power consumption. The employed approach, to the authors' knowledge, represents a novelty in the treatment of the problem. The attained results suggest that the exposed methodology can be useful in the design of efficient load disaggregation tactics.

Año de publicación:

2018

Keywords:

• Nonlinear regression
• Chaotic Switching
• kernel methods
• Non-intrusive load monitoring

Fuente:

scopus