Neural network based control for magnetic shape memory alloy actuator

Sophia University, Japan, researchers have developed a new control scheme for the magnetic shape memory alloy-based actuator (MSMA-BA) that improves its positioning accuracy. While MSMA-BA is a crucial component for high-precision positioning systems due to its high precision, low energy consumption, and large stroke, its hysteresis is an intrinsic property that can negatively affect its […]