[HTML][HTML] Application of artificial intelligence for EV charging and discharging scheduling and dynamic pricing: A review

Q Chen, KA Folly - Energies, 2022 - mdpi.com
The high penetration of electric vehicles (EVs) will burden the existing power delivery
infrastructure if their charging and discharging are not adequately coordinated. Dynamic …

Scheduling model of electric vehicles charging considering inconvenience and dynamic electricity prices

K Zhou, L Cheng, X Lu, L Wen - Applied Energy, 2020 - Elsevier
The electric vehicle (EV) industry has developed rapidly in the past decade, and the number
of EVs has surged. When large scale EVs are connected to the power grid, the peak load of …

Electric vehicle charging schedule considering user's charging selection from economics

J Chen, X Huang, S Tian, Y Cao… - IET Generation …, 2019 - Wiley Online Library
Electric vehicle (EV) charging will bring new challenges to the coordination of grid and EV
load. To facilitate large‐scale EV applications, optimal scheduling of EVs has become …

Model-free real-time EV charging scheduling based on deep reinforcement learning

Z Wan, H Li, H He, D Prokhorov - IEEE Transactions on Smart …, 2018 - ieeexplore.ieee.org
Driven by the recent advances in electric vehicle (EV) technologies, EVs have become
important for smart grid economy. When EVs participate in demand response program which …

Review on optimization of forecasting and coordination strategies for electric vehicle charging

Z Jia, J Li, XP Zhang, R Zhang - Journal of Modern Power …, 2022 - ieeexplore.ieee.org
The rapid development of electric vehicles (EVs) has benefited from the fact that more and
more countries or regions have begun to attach importance to clean energy and …

Machine learning approaches for EV charging behavior: A review

S Shahriar, AR Al-Ali, AH Osman, S Dhou… - IEEE Access, 2020 - ieeexplore.ieee.org
As the smart city applications are moving from conceptual models to development phase,
smart transportation is one of smart cities applications and it is gaining ground nowadays …

Review on scheduling, clustering, and forecasting strategies for controlling electric vehicle charging: Challenges and recommendations

AS Al-Ogaili, TJT Hashim, NA Rahmat… - Ieee …, 2019 - ieeexplore.ieee.org
The usage and adoption of electric vehicles (EVs) have increased rapidly in the 21st century
due to the shifting of the global energy demand away from fossil fuels. The market …

Electric vehicle optimum charging-discharging scheduling with dynamic pricing employing multi agent deep neural network

B Aljafari, PR Jeyaraj, AC Kathiresan… - Computers and Electrical …, 2023 - Elsevier
Abstract Electric Vehicles (EVs) are environmentally friendly. Extensive progress makes EVs
popularly deployed and adopted. Once EVs are connected to the smart grid, EVs can act as …

Electric vehicle charging and discharging scheduling strategy based on dynamic electricity price

L Ren, M Yuan, X Jiao - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
The rapid growth in the number of electric vehicles (EVs) has significantly increased the
demand for electricity for residents. In addition, because the charging time of EVs highly …

[HTML][HTML] Orderly charging strategy based on optimal time of use price demand response of electric vehicles in distribution network

HH Goh, L Zong, D Zhang, W Dai, CS Lim… - Energies, 2022 - mdpi.com
In order to manage electric vehicles (EVs) connected to charging grids, this paper presents
an orderly charging approach based on the EVs' optimal time-of-use pricing (OTOUP) …