Hysteresis modeling of piezoelectric actuators with the frequency-dependent behavior using a hybrid model:

In order to overcome the problem of positioning inaccuracy caused by nonlinear hysteresis of piezoelectric actuators, a hybrid model based on least-squares support vector machine and Bouc–Wen model...