Ichiro Maruta

Predictive virtual sensor identification for nonlinear MPC: application to a 2-DoF flexible direct-drive robotic arm

Nonlinear Model Predictive Control (NMPC) is a powerful optimal control framework for nonlinear systems, offering high flexibility and performance. NMPC operates by solving an optimal control problem online at each time step, which requires predictive models capable of predicting...