A Simple Method of Residential Electricity Load Forecasting by Improved Bayesian Neural Networks

Table 1

Correlation coefficients of past time load vectors of three residences.

Past Load/number of home	No. 11		No. 17		No. 50
	Pearson Correlation	Spearman Correlation	Pearson Correlation	Spearman Correlation	Pearson Correlation	Spearman Correlation
	0.82	0.83	0.85	0.79	0.21	0.53
	0.64	0.73	0.71	0.67	0.10	0.39
	0.54	0.64	0.59	0.55	0.07	0.33
	0.48	0.56	0.50	0.44	0.04	0.21
	0.42	0.50	0.42	0.39	0.01	0.13
	0.36	0.42	0.35	0.31	-0.02	0.07
	0.56	0.63	0.56	0.56	0.14	0.30
	0.51	0.54	0.50	0.53	0.14	0.31
	0.55	0.60	0.40	0.47	0.17	0.35
	0.50	0.52	0.35	0.40	0.16	0.32