Vibration Signal Forecasting on Rotating Machinery by means of Signal Decomposition and Neurofuzzy Modeling

Table 3

Error achieved by the model with the four different sets used in the experimental validation. corresponds to RMSE, to MAPE, and to MAE.

	HC		0.014		HC		0.020		HC		0.007
			3.654%				4.120%				1.212%
			0.1				0.127				0.075
	BF		0.010		BF		0.014		BF		0.005
			1.699%				1.213%				0.784%
			0.09				0.097				0.065
	HBRB		0.099		HBRB		0.017		HBRB		0.005
			1.625%				2.245%				0.745%
			0.084				0.116				0.063
	FBRB		0.018		FBRB		0.014		FBRB		0.007
			3.397%				2.815%				1.002%
			0.118				0.105				0.073
	Mean		0.013		Mean		0.016		Mean		0.006
			2.5937%				2.5981%				0.936%
			0.0982				0.111				0.069