Research Article

State Characteristic Clustering for Nonintrusive Load Monitoring with Stochastic Behaviours in Smart Grids

Table 9

Some significant parameters for REDD dataset.

ParameterSymbolValue

Bandwidthh0.05
Data block lengthω60
Iteration termination thresholde0.01
Noise parameterθ10
Minimum active powerPmin70
Minimum spacing between domainsΓ70
Window widthm3