Data-Enabled Predictive Control for Nonlinear Load Compensation in DC Motor Drives
This paper compares linearized model predictive control (MPC), data-enabled predictive control (DeePC), and Koopman-based data-enabled predictive control (K-DeePC) for controlling the speed of a DC motor driving a centrifugal fan. The quadratic fan load introduces a nonlinearity that a linear MPC prediction model canno...