Orderly charging strategy of electric vehicle based on improved PSO algorithm

W Du, J Ma, W Yin - Energy, 2023 - Elsevier
With the increasing penetration of electric vehicles (EVs), the harmful impact caused by EV's
disorderly charging becomes larger. Aiming for mitigating the impact of disorderly charging …

A robust day-ahead scheduling strategy for EV charging stations in unbalanced distribution grid

B Kandpal, P Pareek, A Verma - Energy, 2022 - Elsevier
Uncontrolled electric vehicle (EV) charging is known to have an adverse impact on power
networks. In particular, the inherent problem of phase load unbalance (PLU), due to uneven …

Cooperative optimization strategy for large-scale electric vehicle charging and discharging

WJ Yin, X Qin - Energy, 2022 - Elsevier
In order to match the basic load of the power grid and the charging demand of electric
vehicles, this paper fully considers the high pollution and non-renewability of coal-fired …

Data-driven cooling, heating and electrical load prediction for building integrated with electric vehicles considering occupant travel behavior

X Zhang, X Kong, R Yan, Y Liu, P Xia, X Sun, R Zeng… - Energy, 2023 - Elsevier
The access of electric vehicles facilitates in the fluctuation and diversification of building
load, accurate load prediction contributes to investigating the operation and optimization of …

Cooperative optimal scheduling strategy of electric vehicles based on dynamic electricity price mechanism

WJ Yin, T Wen, C Zhang - Energy, 2023 - Elsevier
Large-scale disordered charging of electric vehicles will lead to problems such as voltage
drop, increased network loss, and reduced life of transformers. In order to fully tap the …

A transfer learning method for electric vehicles charging strategy based on deep reinforcement learning

K Wang, H Wang, Z Yang, J Feng, Y Li, J Yang, Z Chen - Applied Energy, 2023 - Elsevier
Reinforcement learning (RL) is popularly used for the development of an orderly charging
strategy for electric vehicles (EVs). However, a new environment (eg, charging areas and …

Optimal dispatching of large-scale electric vehicles into grid based on improved second-order cone

WJ Yin, X Qin, ZZ Huang - Energy, 2022 - Elsevier
The disordered charging behavior of large-scale electric vehicles will have an
immeasurable impact on the distribution grid. How to simultaneously solve the demand for …

Smart charging strategy for electric vehicles based on marginal carbon emission factors and time-of-use price

J Li, G Wang, X Wang, Y Du - Sustainable Cities and Society, 2023 - Elsevier
As the penetration of electric vehicles (EVs) has grown rapidly in recent years, the stability
and safety of electric grids are inevitably affected. Uncontrolled EV charging can reduce …

[HTML][HTML] Impact of behind-the-meter optimised bidirectional electric vehicles on the distribution grid load

M Müller, Y Blume, J Reinhard - Energy, 2022 - Elsevier
The bidirectional charging of electric vehicles (EVs) can foster the energy transition. The
growing number of EVs permit different options for integrating them into electricity grids …

Large-scale scenarios of electric vehicle charging with a data-driven model of control

S Powell, GV Cezar, E Apostolaki-Iosifidou… - Energy, 2022 - Elsevier
Transportation electrification is forecast to bring millions of new electric vehicles to roads
worldwide this decade. Planning to support those vehicles depends on detailed scenarios of …