Data-Drive Modeling of Complex Dynamical Systems

Complex dynamical systems such as energy storage systems (ESS) have high-order models, which are costly to develop as they require the tedious task of determining the material and physical parameters of the system. We aim to mitigate these shortcomings by developing data-driven models of such systems from the input/output response data. We utilize tools from … Continue reading Data-Drive Modeling of Complex Dynamical Systems