Concurrent, Performance-Based Methodology for Increasing the Accuracy and Certainty of Short-Term Neural Prediction Systems

Table 11

Electric load consumption forecasting errors of different ANN approaches.

Error type	3 neurons FFAP	7 neurons FFAP	5 neurons FFAP	Aver. FFAP	MAE weighted	RMSE weighted	MSE weighted
MAE	34.42	36.82	36.68	30.67	30.55	30.53	29.72
RMSE	42.31	46.35	48.02	38.18	38.05	38.00	37.28
MSE	1789.95	2148.44	2305.90	1457.48	1448.13	1443.75	1389.59
MAPE	39.00	49.23	44.11	39.66	39.57	38.43	39.52