Overarching sustainable energy management of PV integrated EV parking lots in reconfigurable microgrids using generative adversarial networks
SSK Madahi, AS Kamrani… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In recent years, environmental issues have motivated the wide usage of electric vehicles
(EVs) due to their zero tailpipe emission. However, this trend can pose severe challenges to …
(EVs) due to their zero tailpipe emission. However, this trend can pose severe challenges to …
A data-driven management strategy of electric vehicles and thermostatically controlled loads based on modified generative adversarial network
As part of the transportation system electrification and decarbonization, electric vehicles
(EVs) have been experiencing a steady growth in some countries in recent years. However …
(EVs) have been experiencing a steady growth in some countries in recent years. However …
Dynamic pricing and energy management for profit maximization in multiple smart electric vehicle charging stations: A privacy-preserving deep reinforcement learning …
S Lee, DH Choi - Applied Energy, 2021 - Elsevier
Profit maximization of electric vehicle charging station (EVCS) operation yields an
increasing investment for the deployment of EVCSs, thereby increasing the penetration of …
increasing investment for the deployment of EVCSs, thereby increasing the penetration of …
Reinforcement learning based EV charging management systems–a review
HM Abdullah, A Gastli, L Ben-Brahim - IEEE Access, 2021 - ieeexplore.ieee.org
To mitigate global warming and energy shortage, integration of renewable energy
generation sources, energy storage systems, and plug-in electric vehicles (PEVs) have been …
generation sources, energy storage systems, and plug-in electric vehicles (PEVs) have been …
Hybrid technique for optimizing charging-discharging behaviour of EVs and demand response for cost-effective PV microgrid system
At present, the unstable availability of renewable energy and the unpredictability of its usage
have a negative impact on the reliable functioning of a microgrid. Furthermore, the presence …
have a negative impact on the reliable functioning of a microgrid. Furthermore, the presence …
Optimal energy management of automated grids considering the social and technical objectives with electric vehicles
H Dong, Q Gong, M Zhu - International Journal of Electrical Power & Energy …, 2021 - Elsevier
Automated grids are new solutions for enhanced electrical services to the active consumers
from both social and technical aspects. This paper develops an advanced deep learning …
from both social and technical aspects. This paper develops an advanced deep learning …
Integration of electric vehicles in smart grid using deep reinforcement learning
F Kiaee - 2020 11th International Conference on Information …, 2020 - ieeexplore.ieee.org
The vehicle-to-grid (V2G) technology provides an opportunity to generate revenue by selling
electricity back to the grid at peak times when electricity is more expensive. Instead of …
electricity back to the grid at peak times when electricity is more expensive. Instead of …
[HTML][HTML] Two-stage scheduling of smart electric vehicle charging stations and inverter-based Volt-VAR control using a prediction error-integrated deep reinforcement …
S Lee, DH Choi - Energy Reports, 2023 - Elsevier
Smart electric vehicle charging stations (EVCSs) having distributed energy resources
(DERs), including photovoltaic (PV) systems and energy storage systems (ESSs), are …
(DERs), including photovoltaic (PV) systems and energy storage systems (ESSs), are …
Machine Learning-Based Control of Electric Vehicle Charging for Practical Distributions Systems With Solar Generation
I Calero, CA Cañizares, M Farrokhabadi… - … on Smart Grid, 2023 - ieeexplore.ieee.org
The adoption of Electric Vehicles (EVs) and solar Photovoltaic (PV) generation by
households is rapidly and significantly increasing. Utilities are facing the challenge of …
households is rapidly and significantly increasing. Utilities are facing the challenge of …
Privacy-preserving context-based electric vehicle dispatching for energy scheduling in microgrids: An online learning approach
Electric Vehicles (EVs) are beginning to play a key role in the fast developing area of
Internet of Things (IoT). Numerous results have shown the feasibility of vehicle-to-building …
Internet of Things (IoT). Numerous results have shown the feasibility of vehicle-to-building …