Deep Reinforcement Learning Strategy for Electric Vehicle Charging Considering Wind Power Fluctuation

Journal of Engineering Science and Technology Review ◽

10.25103/jestr.143.12 ◽

2021 ◽

Vol 14 (3) ◽

pp. 103-110

Author(s):

Anyun Yang ◽

Hongbin Sun ◽

Xiao Zhang

Keyword(s):

Reinforcement Learning ◽

Electric Vehicle ◽

Learning Strategy ◽

Power Fluctuation ◽

Electric Vehicle Charging ◽

Vehicle Charging

Download Full-text

Stochastic coordination of aggregated electric vehicle charging with on-site wind power at multiple buildings

2017 IEEE 56th Annual Conference on Decision and Control (CDC) ◽

10.1109/cdc.2017.8264313 ◽

2017 ◽

Author(s):

Yu Yang ◽

Qing-Shan Jia ◽

Xiaohong Guan

Keyword(s):

Electric Vehicle ◽

Electric Vehicle Charging ◽

Vehicle Charging

Download Full-text

Reinforcement Learning-based Load Forecasting of Electric Vehicle Charging Station Using Q-LearningTechnique

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2020.2990397 ◽

2020 ◽

pp. 1-1 ◽

Author(s):

Morteza Dabbaghjamanesh ◽

Amirhossein Moeini ◽

Abdollah Kavousi-Fard

Keyword(s):

Reinforcement Learning ◽

Electric Vehicle ◽

Load Forecasting ◽

Charging Station ◽

Electric Vehicle Charging ◽

Vehicle Charging

Download Full-text

Simultaneous planning of plug-in hybrid electric vehicle charging stations and wind power generation in distribution networks considering uncertainties

Renewable Energy ◽

10.1016/j.renene.2016.06.032 ◽

2016 ◽

Vol 99 ◽

pp. 237-252 ◽

Author(s):

Saeed Shojaabadi ◽

Saeed Abapour ◽

Mehdi Abapour ◽

Ali Nahavandi

Keyword(s):

Power Generation ◽

Electric Vehicle ◽

Hybrid Electric Vehicle ◽

Distribution Networks ◽

Wind Power Generation ◽

Electric Vehicle Charging ◽

Hybrid Electric ◽

Vehicle Charging ◽

Charging Stations

Download Full-text

Design of Public Plug-in Electric Vehicle Charging Station for Improving LVRT Capability of Grid Connected Wind Power Generation

2018 International Conference on Soft-computing and Network Security (ICSNS) ◽

10.1109/icsns.2018.8573632 ◽

2018 ◽

Author(s):

R. Vijayakumar ◽

K. Malarvizhi ◽

S. Divyapriya

Keyword(s):

Power Generation ◽

Electric Vehicle ◽

Wind Power Generation ◽

Charging Station ◽

Electric Vehicle Charging ◽

Vehicle Charging

Download Full-text

Electric vehicle charging and wind power integration: Coupled or decoupled electricity market resources?

2012 IEEE Power and Energy Society General Meeting ◽

10.1109/pesgm.2012.6344885 ◽

2012 ◽

Author(s):

K. F. Valentine ◽

W. G. Temple ◽

K. M. Zhang

Keyword(s):

Electric Vehicle ◽

Electricity Market ◽

Wind Power Integration ◽

Electric Vehicle Charging ◽

Vehicle Charging

Download Full-text

Capacity configuration of electric vehicle charging station for wind power smoothing

2014 IEEE Conference and Expo Transportation Electrification Asia-Pacific (ITEC Asia-Pacific) ◽

10.1109/itec-ap.2014.6940902 ◽

2014 ◽

Author(s):

Shen Ziqi ◽

Pei Wei ◽

Deng Wei ◽

Qu Hui

Keyword(s):

Electric Vehicle ◽

Charging Station ◽

Electric Vehicle Charging ◽

Power Smoothing ◽

Vehicle Charging

Download Full-text

Electric Vehicle Charging Navigation Strategy Based on Data Driven and Deep Reinforcement Learning

Proceedings of the 5th International Conference on Control Engineering and Artificial Intelligence ◽

10.1145/3448218.3448229 ◽

2021 ◽

Author(s):

Liangliang Chen ◽

Fengkun Yang ◽

Shengjun Wu ◽

Qiang Xing

Keyword(s):

Reinforcement Learning ◽

Electric Vehicle ◽

Data Driven ◽

Electric Vehicle Charging ◽

Navigation Strategy ◽

Vehicle Charging

Download Full-text

Deep reinforcement learning control of electric vehicle charging in the presence of photovoltaic generation

Applied Energy ◽

10.1016/j.apenergy.2021.117504 ◽

2021 ◽

Vol 301 ◽

pp. 117504

Author(s):

Marina Dorokhova ◽

Yann Martinson ◽

Christophe Ballif ◽

Nicolas Wyrsch

Keyword(s):

Reinforcement Learning ◽

Electric Vehicle ◽

Learning Control ◽

Photovoltaic Generation ◽

Electric Vehicle Charging ◽

Vehicle Charging

Download Full-text

Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning

Proceedings of the Web Conference 2021 ◽

10.1145/3442381.3449934 ◽

2021 ◽

Author(s):

Weijia Zhang ◽

Hao Liu ◽

Fan Wang ◽

Tong Xu ◽

Haoran Xin ◽

...

Keyword(s):

Reinforcement Learning ◽

Electric Vehicle ◽

Electric Vehicle Charging ◽

Multi Agent ◽

Vehicle Charging

Download Full-text

Cooperative Management for PV/ESS-Enabled Electric Vehicle Charging Stations: A Multiagent Deep Reinforcement Learning Approach

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2019.2944183 ◽

2020 ◽

Vol 16 (5) ◽

pp. 3493-3503 ◽

Author(s):

MyungJae Shin ◽

Dae-Hyun Choi ◽

Joongheon Kim

Keyword(s):

Reinforcement Learning ◽

Electric Vehicle ◽

Learning Approach ◽

Cooperative Management ◽

Electric Vehicle Charging ◽

Vehicle Charging ◽

Charging Stations

Download Full-text