Abstract: This paper presents a method to integrate causal inference into deep learning for time series forecasting. We consider time series for complex systems characterized by non-linear dynamics, ...

Abstract: Disturbances of the permanent magnet synchronous motor (PMSM) drive system are usually observed and fully compensated to improve the robustness in existing two-degrees-of-freedom control ...