Combining model-based and model-free methods for stochastic control of distributed energy resources

• Published in: Applied energy Vol. 283; p. 116204
• Main Authors: Chen, Yue, Lin, Yashen
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.02.2021
• Subjects: Combining model-based and model-free methods; Distributed energy resources; energy; operating costs; Spatial–temporal noise; Stochastic control; uncertainty; Stochastic control; Combining model-based and model-free methods; Spatial–temporal noise; Distributed energy resources

Modern distribution systems are experiencing a fast transformation with the growing penetration of distributed energy resources (DERs). Along with the economic and environmental benefits of DERs, challenges arise to address the uncertainties caused by their inherent volatility. If properly coordinat...