Ultraprecise Controller for Piezoelectric Actuators Based on Deep Learning and Model Predictive Control.

Piezoelectric actuators (PEA) are high-precision devices used in applications requiring micrometric displacements. However, PEAs present non-linearity phenomena that introduce drawbacks at high precision applications. One of these phenomena is hysteresis, which considerably reduces their performance.