Real-Time Multi-Home Energy Management with EV Charging Scheduling Using Multi-Agent Deep Reinforcement Learning Optimization

Real-Time Multi-Home Energy Management with EV Charging Scheduling Using Multi-Agent Deep Reinforcement Learning Optimization

Energy management for multi-home installation of solar PhotoVoltaics (solar PVs) combined with Electric Vehicles’ (EVs) charging scheduling has a rich complexity due to the uncertainties of solar PV generation and EV usage. Changing clients from multi-consumers to multi-prosumers with real-time ener...

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Bibliographic Details
Main Authors: Niphon Kaewdornhan, Chitchai Srithapon, Rittichai Liemthong, Rongrit Chatthaworn
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Energies
Subjects:
Electric Vehicle
energy storage
energy management
multi-agent optimization
reinforcement learning
solar PhotoVoltaic
Online Access:https://www.mdpi.com/1996-1073/16/5/2357

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https://www.mdpi.com/1996-1073/16/5/2357

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