Model-free data-driven approach assisted Deep Reinforcement Learning for Optimal Energy Management in MicroGrid

Model-free data-driven approach assisted Deep Reinforcement Learning for Optimal Energy Management in MicroGrid

Uncertainties of solar PhotoVoltaic (solar PV) generation and Electric Vehicle (EV) demand are major issues for Optimal Energy Management (OEM) tasks in MicroGrid (MG), especially regarding power system stability and increased overall demand. A Probabilistic Load Flow (PLF) with a Battery Energy Sto...

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Bibliographic Details
Main Authors: Niphon Kaewdornhan, Rongrit Chatthaworn
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Energy Reports
Subjects:
Deep neural network
Deep reinforcement learning
Electric vehicle
Microgrid
Photovoltaic generation
Probabilistic load flow
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484723008739

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http://www.sciencedirect.com/science/article/pii/S2352484723008739

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