Hyeonjin Jang

Deep Reinforcement Learning-Based Energy Management of a Microgrid With Nonlinear Battery Losses and Degradation

In microgrids, the energy management system (EMS) manages distributed energy resources (DERs) to achieve cost-effective operation under time-varying tariffs. However, the uncertain nature of load demand and renewable generation limits the applicability of model-based approaches, and the nonlinear losses and degradation...