Nonintrusive Load Identification for Industrial Users Integrated with LSQR and Sequential Leader Clustering

Table 10

Cluster centres for the transient process.

Feature indices	Load types
	Load on				Load off
	Class 1 (blender)	Class 2 (cement screw)	Class 3 (sewage pump)	Class 4 (inclined belt conveyor)	Class 5 (blender)	Class 6 (cement screw)	Class 7 (sewage pump)	Class 8 (inclined belt conveyor)
If	−0.273	−3.584	−4.028	−11.838	−116.352	−3.643	−12.271	−0.056
Ib	−0.273	−3.546	−4.001	−11.828	−117.160	−3.693	−12.407	−0.056
Pf	−0.211	−3.530	−3.904	−7.277	81.714	5.545	13.691	−0.055
Pb	−0.191	3.258	1.167	−5.587	−47.587	−3.603	−11.525	−0.056
Qf	−0.207	−3.529	−3.935	−7.819	97.311	5.732	7.165	−0.055
Q b	−0.185	3.396	−0.132	−6.328	−42.108	−3.602	−11.747	−0.056
Imax	−0.267	−3.535	−3.946	−11.691	−116.358	−3.648	−12.271	−0.056
Pmax	0.755	5.376	11.222	18.452	80.803	4.485	13.691	−0.055
Qmax	0.835	5.557	7.409	14.872	96.328	5.732	7.165	−0.055
T	0.017	0.137	0.148	29.044	83.410	−3.306	18.508	0.501