A Machine-Learning Based Nonintrusive Smart Home Appliance Status Recognition

Figure 10

Sliding window in appliance disaggregation. The aggregate is a composite of LED1-2 and LED2-1. We disaggregate LED1-2 based on sliding window length equal to ground truth signal length.