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

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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

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A Data-Driven Framework for Residential Electric Vehicle Charging Load Profile Generation

2018 IEEE Transportation Electrification Conference and Expo (ITEC) ◽

10.1109/itec.2018.8450228 ◽

2018 ◽

Author(s):

Zonggen Yi ◽

Don Scoffield

Keyword(s):

Electric Vehicle ◽

Data Driven ◽

Load Profile ◽

Electric Vehicle Charging ◽

Vehicle Charging

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Data-Driven Analysis of Electric Vehicle Charging Behavior and Its Potential for Demand Side Management

IOP Conference Series Earth and Environmental Science ◽

10.1088/1755-1315/223/1/012034 ◽

2019 ◽

Vol 223 ◽

pp. 012034 ◽

Author(s):

Keying Zhang ◽

Suyang Zhou

Keyword(s):

Electric Vehicle ◽

Demand Side Management ◽

Data Driven ◽

Demand Side ◽

Electric Vehicle Charging ◽

Vehicle Charging

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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

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Impact of Electric Vehicle Charging Profiles in Data-Driven Framework on Distribution Network

10.1109/icsmartgrid52357.2021.9551247 ◽

2021 ◽

Author(s):

Murat Akil ◽

Emrah Dokur ◽

Ramazan Bayindir

Keyword(s):

Electric Vehicle ◽

Distribution Network ◽

Data Driven ◽

Electric Vehicle Charging ◽

Vehicle Charging

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Data-driven optimized layout of battery electric vehicle charging infrastructure

Energy ◽

10.1016/j.energy.2018.03.018 ◽

2018 ◽

Vol 150 ◽

pp. 735-744 ◽

Author(s):

Ye Tao ◽

Miaohua Huang ◽

Lan Yang

Keyword(s):

Electric Vehicle ◽

Data Driven ◽

Battery Electric Vehicle ◽

Charging Infrastructure ◽

Electric Vehicle Charging ◽

Vehicle Charging

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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

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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

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ACN-Sim: An Open-Source Simulator for Data-Driven Electric Vehicle Charging Research

2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) ◽

10.1109/smartgridcomm.2019.8909765 ◽

2019 ◽

Author(s):

Zachary J. Lee ◽

Daniel Johansson ◽

Steven H. Low

Keyword(s):

Open Source ◽

Electric Vehicle ◽

Data Driven ◽

Electric Vehicle Charging ◽

Vehicle Charging

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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

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