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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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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Evolutionary optimization of multi-agent controlstrategies for electric vehicle charging

Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion - GECCO Companion '12 ◽

10.1145/2330784.2330786 ◽

2012 ◽

Author(s):

Stephan Hutterer ◽

Michael Affenzeller ◽

Franz Auinger

Keyword(s):

Electric Vehicle ◽

Evolutionary Optimization ◽

Electric Vehicle Charging ◽

Multi Agent ◽

Vehicle Charging

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Multi-agent based electric vehicle charging method for smart grid-smart building energy management

2015 IEEE Eindhoven PowerTech ◽

10.1109/ptc.2015.7232774 ◽

2015 ◽

Author(s):

L.A. Hurtado ◽

A. Syed ◽

P.H. Nguyen ◽

W.L. Kling

Keyword(s):

Electric Vehicle ◽

Energy Management ◽

Building Energy ◽

Agent Based ◽

Smart Building ◽

Electric Vehicle Charging ◽

Building Energy Management ◽

Multi Agent ◽

Vehicle Charging

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Multi-agent management system for electric vehicle charging

International Transactions on Electrical Energy Systems ◽

10.1002/etep.1840 ◽

2014 ◽

Vol 25 (5) ◽

pp. 770-788 ◽

Author(s):

João Miranda ◽

José Borges ◽

Duarte Valério ◽

Mário J. G. C. Mendes

Keyword(s):

Electric Vehicle ◽

Management System ◽

Electric Vehicle Charging ◽

Multi Agent ◽

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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Optimising residential electric vehicle charging under renewable energy: Multi‐agent learning in software simulation and hardware‐in‐the‐loop evaluation

International Journal of Energy Research ◽

10.1002/er.4559 ◽

2019 ◽

Vol 43 (8) ◽

pp. 3853-3868

Author(s):

Andrei Marinescu ◽

Adam Taylor ◽

Siobhán Clarke ◽

Ioan Serban ◽

Corneliu Marinescu

Keyword(s):

Renewable Energy ◽

Electric Vehicle ◽

Hardware In The Loop ◽

Software Simulation ◽

Electric Vehicle Charging ◽

Agent Learning ◽

Multi Agent ◽

Vehicle Charging

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

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

10.1145/3396851.3397706 ◽

2020 ◽

Author(s):

Abdullah Al Zishan ◽

Moosa Moghimi Haji ◽

Omid Ardakanian

Keyword(s):

Adaptive Control ◽

Reinforcement Learning ◽

Electric Vehicle ◽

Electric Vehicle Charging ◽

Vehicle Charging

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