Advancements and Challenges in Microgrid Technology: A
ABSTRACT The concept of microgrids (MGs) as compact power systems, incorporating distributed energy resources, generating units, storage systems, and loads, is widely acknowledged
Predictive Models and Optimization Strategies for Smart
Abstract Accurate and robust forecasting is a critical challenge for the reliable operation and optimization of smart microgrids, especially as they increasingly integrate renewable energy sources and rely on
A Reinforcement Learning Approach for Optimal Control in
Abstract—The increasing integration of renewable energy sources (RESs) is transforming traditional power grid networks, which require new approaches for managing decentralized en-ergy production
An Overview of Smart Microgrids
Abstract: Driven by the global energy transition and dual-carbon goals, the smart microgrid, as a combination of distributed energy, energy storage technology and intelligent control, plays an
Review of Smart Microgrid Platform Integrating AI and Deep
This paper synthesizes recent advancements and applications of DRL algorithms such as Deep Q-Networks (DQN), Deep Deterministic Policy Gradient (DDPG), and Proximal Policy Optimization
Review on microgrids design and monitoring approaches for
Microgrids are power distribution systems that can operate either in a grid-connected configuration or in an islanded manner, depending on the availability of decentralized power
Microgrids: A review, outstanding issues and future trends
A microgrid, regarded as one of the cornerstones of the future smart grid, uses distributed generations and information technology to create a widely distributed automated energy delivery
Smart Microgrid Abstract | PDF
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DESIGN AND OPTIMIZATION OF A RENEWABLE ENERGY
Against this background, this PhD research project was proposed with the main objective of developing a smart sustainable microgrid model that is specifically based on solar PV technology and to address
Smart Microgrids: Overview and Outlook
Abstract: The idea of changing our energy system from a hierarchical design into a set of nearly independent microgrids becomes feasible with the availability of small renewable energy generators.
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