Electric vehicle charging service operations: A review of machine learning applications for infrastructure planning, control, pricing and routing

N Fescioglu-Unver, MY Aktaş - Renewable and Sustainable Energy …, 2023 - Elsevier
The majority of global road transportation emissions come from passenger and freight
vehicles. Electric vehicles (EV) provide a sustainable transportation way, but customers' …

Reviewing the peer-to-peer transactive energy market: Trading environment, optimization methodology, and relevant resources

Y Xia, Q Xu, S Li, R Tang, P Du - Journal of Cleaner Production, 2023 - Elsevier
With the high penetration of renewable energy resources on the demand side, peer-to-peer
(P2P) energy sharing has emerged as a promising method for consuming the surplus …

Intelligent energy management scheme‐based coordinated control for reducing peak load in grid‐connected photovoltaic‐powered electric vehicle charging stations

M Amir, Zaheeruddin, A Haque… - IET Generation …, 2024 - Wiley Online Library
Abstract Solar‐based Distributed Generation (DG) powered Electric Vehicles (EVs) charging
stations are widely adopted nowadays in the power system networks. In this process, the …

Electric vehicle charging scheduling considering infrastructure constraints

J Wu, H Su, J Meng, M Lin - Energy, 2023 - Elsevier
The impacts of large-scale electric vehicles (EVs) charging on the power grid and the lack of
charging infrastructure may directly hinder the promotion of EVs. With the limited number of …

Agent based online learning approach for power flow control of electric vehicle fast charging station integrated with smart microgrid

M Amir, Zaheeruddin, A Haque… - IET Renewable …, 2022 - Wiley Online Library
In stochastic power systems, electric vehicle (EV) fast charging stations (FCS) are rapidly
being installed, while adversely impacts the distribution network. Due to this, the improper …

Reinforcement learning-based intelligent control strategies for optimal power management in advanced power distribution systems: A survey

M Al-Saadi, M Al-Greer, M Short - Energies, 2023 - mdpi.com
Intelligent energy management in renewable-based power distribution applications, such as
microgrids, smart grids, smart buildings, and EV systems, is becoming increasingly important …

Energy management and optimization of large-scale electric vehicle charging on the grid

RO Kene, TO Olwal - World Electric Vehicle Journal, 2023 - mdpi.com
The sustainability of a clean energy transition for electric vehicle transportation is clearly
affected by increased energy consumption cost, which is associated with large-scale electric …

Deep reinforcement learning for charging scheduling of electric vehicles considering distribution network voltage stability

D Liu, P Zeng, S Cui, C Song - Sensors, 2023 - mdpi.com
The rapid development of electric vehicle (EV) technology and the consequent charging
demand have brought challenges to the stable operation of distribution networks (DNs). The …

A cooperative EV charging scheduling strategy based on double deep Q-network and Prioritized experience replay

Y Zhang, X Rao, C Liu, X Zhang, Y Zhou - Engineering Applications of …, 2023 - Elsevier
The rapid growth of the number of electric vehicles (EVs) has significantly increased the
demand for electricity of residents, which may lead to transformer overload of distribution …

Development of improved reinforcement learning smart charging strategy for electric vehicle fleet

SJ Sultanuddin, R Vibin, AR Kumar, NR Behera… - Journal of Energy …, 2023 - Elsevier
Due to its environmental and energy sustainability, electric vehicles (EV) have emerged as
the preferred option in the current transportation system. Uncontrolled EV charging …