Virtual power plant containing electric vehicles scheduling strategies based on deep reinforcement learning

Electric Power Systems Research ◽

10.1016/j.epsr.2021.107714 ◽

2022 ◽

Vol 205 ◽

pp. 107714

Author(s):

Jianing Wang ◽

Chunlin Guo ◽

Changshu Yu ◽

Yanchang Liang

Keyword(s):

Reinforcement Learning ◽

Power Plant ◽

Electric Vehicles ◽

Virtual Power ◽

Virtual Power Plant ◽

Scheduling Strategies

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Optimal Scheduling Strategies of the Virtual Power Plant Considering Different Development Stages of the Electricity Market

2021 6th Asia Conference on Power and Electrical Engineering (ACPEE) ◽

10.1109/acpee51499.2021.9436861 ◽

2021 ◽

Author(s):

Yunlei Zhang ◽

Kan Yang ◽

Bin Zheng ◽

Guorong Zhu ◽

Dixin Wang ◽

...

Keyword(s):

Power Plant ◽

Electricity Market ◽

Optimal Scheduling ◽

Virtual Power ◽

Virtual Power Plant ◽

Development Stages ◽

Scheduling Strategies

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Energy scheduling of a technical virtual power plant in presence of electric vehicles

2017 Iranian Conference on Electrical Engineering (ICEE) ◽

10.1109/iraniancee.2017.7985223 ◽

2017 ◽

Author(s):

Niloofar Pourghaderi ◽

Mahmud Fotuhi-Firuzabad ◽

Milad Kabirifar ◽

Moein Moeini-Aghtaie

Keyword(s):

Power Plant ◽

Electric Vehicles ◽

Virtual Power ◽

Virtual Power Plant

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Multi-objective stochastic scheduling optimization model for connecting a virtual power plant to wind-photovoltaic-electric vehicles considering uncertainties and demand response

Energy Conversion and Management ◽

10.1016/j.enconman.2016.09.072 ◽

2016 ◽

Vol 128 ◽

pp. 160-177 ◽

Author(s):

Liwei Ju ◽

Huanhuan Li ◽

Junwei Zhao ◽

Kangting Chen ◽

Qingkun Tan ◽

...

Keyword(s):

Power Plant ◽

Electric Vehicles ◽

Demand Response ◽

Optimization Model ◽

Stochastic Scheduling ◽

Virtual Power ◽

Scheduling Optimization ◽

Virtual Power Plant ◽

Multi Objective

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Optimal coordination of virtual power plant with photovoltaics and electric vehicles: A temporally coupled distributed online algorithm

Applied Energy ◽

10.1016/j.apenergy.2020.115583 ◽

2020 ◽

Vol 277 ◽

pp. 115583 ◽

Author(s):

Shuai Fan ◽

Jiang Liu ◽

Qing Wu ◽

Mingjian Cui ◽

Huan Zhou ◽

...

Keyword(s):

Power Plant ◽

Electric Vehicles ◽

Online Algorithm ◽

Virtual Power ◽

Virtual Power Plant ◽

Optimal Coordination

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Optimal Day-ahead Dispatch of Virtual Power Plant with Aggregated Multi-type Electric Vehicles via a Stackelberg Game Approach

2021 6th Asia Conference on Power and Electrical Engineering (ACPEE) ◽

10.1109/acpee51499.2021.9436914 ◽

2021 ◽

Author(s):

Fan Yang ◽

Zilong Zhang ◽

Weizhen Yong ◽

Jingdong Wei ◽

Zelong Lu ◽

...

Keyword(s):

Power Plant ◽

Electric Vehicles ◽

Stackelberg Game ◽

Virtual Power ◽

Virtual Power Plant

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Virtual Power Plant Control concepts with Electric Vehicles

2011 16th International Conference on Intelligent System Applications to Power Systems ◽

10.1109/isap.2011.6082214 ◽

2011 ◽

Author(s):

A. F. Raab ◽

M. Ferdowsi ◽

E. Karfopoulos ◽

I. Grau Unda ◽

S. Skarvelis-Kazakos ◽

...

Keyword(s):

Power Plant ◽

Electric Vehicles ◽

Virtual Power ◽

Virtual Power Plant ◽

Power Plant Control ◽

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Optimal demand response strategy of commercial building‐based virtual power plant using reinforcement learning

IET Generation Transmission & Distribution ◽

10.1049/gtd2.12179 ◽

2021 ◽

Author(s):

Tao Chen ◽

Qiushi Cui ◽

Ciwei Gao ◽

Qinran Hu ◽

Kexing Lai ◽

...

Keyword(s):

Reinforcement Learning ◽

Power Plant ◽

Demand Response ◽

Response Strategy ◽

Commercial Building ◽

Virtual Power ◽

Virtual Power Plant

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A hybrid storage-wind virtual power plant (VPP) participation in the electricity markets: A self-scheduling optimization considering price, renewable generation, and electric vehicles uncertainties

Journal of Energy Storage ◽

10.1016/j.est.2019.100812 ◽

2019 ◽

Vol 25 ◽

pp. 100812 ◽

Author(s):

Arman Alahyari ◽

Mehdi Ehsan ◽

MirSaeed Mousavizadeh

Keyword(s):

Power Plant ◽

Electric Vehicles ◽

Electricity Markets ◽

Renewable Generation ◽

Virtual Power ◽

Scheduling Optimization ◽

Virtual Power Plant ◽

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A Peak Regulation Ancillary Service Optimal Dispatch Method of Virtual Power Plant Based on Reinforcement Learning

2019 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia) ◽

10.1109/isgt-asia.2019.8881083 ◽

2019 ◽

Author(s):

LIU Ya ◽

ZHANG Deliang ◽

WANG Xuanyuan

Keyword(s):

Reinforcement Learning ◽

Power Plant ◽

Ancillary Service ◽

Virtual Power ◽

Virtual Power Plant ◽

Optimal Dispatch

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Optimal Operation of Virtual Power Plant with Considering the Demand Response and Electric Vehicles

Journal of Electrical Engineering and Technology ◽

10.1007/s42835-021-00784-8 ◽

2021 ◽

Author(s):

Rana Heydari ◽

Javad Nikoukar ◽

Majid Gandomkar

Keyword(s):

Power Plant ◽

Electric Vehicles ◽

Demand Response ◽

Optimal Operation ◽

Virtual Power ◽

Virtual Power Plant

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