Hysteresis Nonlinearity Identification Using New Preisach Model-Based Artificial Neural Network Approach

Table 4

Error of the three considered models in the second validation process.

	Mean absolute error (mm)	Max of absolute error; (mm)	Mean square of absolute error; (mm)
Numerical Preisach model	1.5147	5.3964	4.2677
Shirley Method	1.78	6.827	5.629
Proposed ANN model	0.46	3.533	0.549