Patent ID: 11868869
Assignee: ZHEJIANG LAB
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G

Claim 3:
4. The non-intrusive load monitoring method based on temporal attention mechanism according to claim 1, wherein, the step 3 is specially as follows:
firstly, using the enhanced total load data and the enhanced equipment load data to construct total load samples M=[Pt0:tn, Qt0:tn, St0:tn], as well as individual load samples Li=[Pt0:tni, Qt0:tni, St0:tni];
then, using the sliding window with a width of w and a step size of l to divide M and li, and constructing the training data, wherein

Mtrain={[Ptj:tj+w, Qtj:tj+w, Stj:tj+w]|j=0, . . . , n−w}

Ltraini={[Ptj:tj+wi, Qtj:tj+wi, Stj:tj+wi]|j=0, . . . , n−w}