Forecasting Primary Energy Requirements of Territories by Autoregressive Integrated Moving Average and Backpropagation Neural Network Models

Table 8

Results of the correctness.

Agricultural city	Three-input BP neural network	ARIMA(2, 0, 2)
MAPE	0.004	0.105
RMSE	0.146	0.233
Manufacturing city	Three-input BP neural network	ARIMA(2, 0, 5)
MAPE	0.016	0.042
RMSE	0.155	0.363
Service-dominated city	Three-input BP neural network	ARIMA(0, 1, 1)
MAPE	0.047	0.039
RMSE	0.161	0.281