“…From the above discussion, controllers for the piezo actuator are also identified in the application, along with classical forms to modern forms. A summarization of the control for the piezo devices are shown in figure 8 including optimal control [36, 37], LQR control [38,39], switching control [40], fuzzy control [41][42][43][44][45], fuzzy sliding mode control [42], adaptive sliding mode control [46][47][48][49], force control [50], predictive sliding mode control [51][52][53][54], proportional differential (PD) control [41,55,56], PID control [57], H-infinity technique [58], feed-forward control [59], neural networks [60,61], active control [61][62][63][64][65], and identification/delayed feedback/genetic/adaptive models [65][66][67][68][69][70].…”