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

<div>The SCC process of an air-conditioner with a continuously varying state in a (<i>P</i>)-(<i>Q</i>)-(<i>H</i>) 3-dimensional space (after normalization). (a) The overview of state transition process. (b) The cluster centre of stable domain <i>Φ</i><sub><i>A</i></sub> and its shift trajectory.</div>

Complexity

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Figure 6

Figure 6: State Characteristic Clustering for Nonintrusive Load Monitoring with Stochastic Behaviours in Smart Grids 