Enhancing Self-Consumption Ratio in a Smart Microgrid by Applying a Reinforcement Learning-Based Energy Management System

P Hajaligol, K Nweye, M Aghaei, B Najafi… - Available at SSRN …, 2024 - papers.ssrn.com
This study presents an updated version of the CityLearn Gym environment by adding a
stochastic vehicle-to-building model. To this end, EVs are modeled as local mobile storage …

Reinforcement Learning-Based Energy Management System for Optimal Distributed Energy Resources Control Policies in Smart Microgrids

P Hajaligol, K Nweye, M Aghaei, A Moazami… - Available at SSRN … - papers.ssrn.com
This study develops a reinforcement learning-based energy management system to control
and optimize energy consumption and storage of a smart microgrid consisting of smart …