Applying reinforcement learning to maximise photovoltaic self-consumption for electric vehicle charging

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 ◽

Wind Power ◽

Learning Strategy ◽

Power Fluctuation ◽

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 ◽

Cited By ~ 1

Author(s):

Morteza Dabbaghjamanesh ◽

Amirhossein Moeini ◽

Abdollah Kavousi-Fard

Keyword(s):

Reinforcement Learning ◽

Electric Vehicle ◽

Load Forecasting ◽

Charging Station ◽

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

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

10.1145/3448218.3448229 ◽

2021 ◽

Author(s):

Liangliang Chen ◽

Fengkun Yang ◽

Shengjun Wu ◽

Qiang Xing

Keyword(s):

Reinforcement Learning ◽

Electric Vehicle ◽

Data Driven ◽

Navigation Strategy ◽

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 ◽

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 ◽

Multi Agent ◽

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 ◽

Cited By ~ 2

Author(s):

MyungJae Shin ◽

Dae-Hyun Choi ◽

Joongheon Kim

Keyword(s):

Reinforcement Learning ◽

Electric Vehicle ◽

Learning Approach ◽

Cooperative Management ◽

Vehicle Charging ◽

Charging Stations

Proceedings of the Eleventh ACM International Conference on Future Energy Systems ◽

Adaptive Control of Plug-in Electric Vehicle Charging with Reinforcement Learning

10.1145/3396851.3397706 ◽

2020 ◽

Author(s):

Abdullah Al Zishan ◽

Moosa Moghimi Haji ◽

Omid Ardakanian

Keyword(s):

Adaptive Control ◽

Reinforcement Learning ◽

Electric Vehicle ◽

An Online Reinforcement Learning Approach for Dynamic Pricing of Electric Vehicle Charging Stations

IEEE Access ◽

10.1109/access.2020.3009419 ◽

2020 ◽

Vol 8 ◽

pp. 130305-130313

Author(s):

Valeh Moghaddam ◽

Amirmehdi Yazdani ◽

Hai Wang ◽

David Parlevliet ◽

Farhad Shahnia

Keyword(s):

Reinforcement Learning ◽

Electric Vehicle ◽

Dynamic Pricing ◽

Learning Approach ◽

Vehicle Charging ◽

Charging Stations

Coordination of Electric Vehicle Charging Through Multiagent Reinforcement Learning

IEEE Transactions on Smart Grid ◽

10.1109/tsg.2019.2952331 ◽

2020 ◽

Vol 11 (3) ◽

pp. 2347-2356 ◽

Cited By ~ 2

Author(s):

Felipe Leno Da Silva ◽

Cyntia E. H. Nishida ◽

Diederik M. Roijers ◽

Anna H. Reali Costa

Keyword(s):

Reinforcement Learning ◽

Electric Vehicle ◽

Multiagent Reinforcement Learning ◽

Reinforcement Learning-Based Plug-in Electric Vehicle Charging with Forecasted Price

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2016.2603536 ◽

2016 ◽

pp. 1-1 ◽

Cited By ~ 22

Author(s):

Adriana Chis ◽

Jarmo Lunden ◽

Visa Koivunen

Keyword(s):

Reinforcement Learning ◽

Electric Vehicle ◽