Optimal Transactive Energy Trading of Electric Vehicle Charging Stations With On-Site PV Generation in Constrained Power Distribution Networks

Affolabi, Larissa; Shahidehpour, Mohammad; Gan, Wei; Yan, Mingyu; Chen, Bo; Pandey, Shikhar; Vukojevic, Aleksandar; Paaso, Esa Aleksi; Alabdulwahab, Ahmed; Abusorrah, Abdullah

doi:10.1109/tsg.2021.3131959

Title: Optimal Transactive Energy Trading of Electric Vehicle Charging Stations With On-Site PV Generation in Constrained Power Distribution Networks

Abstract

This paper presents a two-level transactive energy market framework, that enables energy trading among electric vehicle charging stations (EVCSs). At the lower level, the discharging capability of EVs and on-site PV generation are leveraged by individual EVCS for participating in the transactive trading with their peers. Once the lower-level trading is completed, EVCSs trade energy at the upper level through the power grid network managed by the distribution system operator (DSO). The upper-level market is cleared while satisfying the power distribution network constraints. A cooperative game-based model is proposed to model the energy trading among EVCSs. To this end, the asymmetric Nash bargaining method is applied to allocate the grand coalition's payoff to each EVCS at the upper-level market, while a weighted proportional allocation method is used to allocate individual EVCS's payoff to its respective EVs at the lower-level market. In this work, the upper-level market formulation is further decomposed into two subproblems representing an energy scheduling and trading subproblem which maximizes EVCS payoffs, and a bargaining subproblem which allocates EVCS payoffs. The effectiveness of the proposed framework for incentivizing transactive trades among EVs and EVCSs is validated in case studies.

Authors:

^[1];

^[2];

^[3]; Yan, Mingyu ^[1];

^[4]; Pandey, Shikhar ^[5]; Vukojevic, Aleksandar ^[5]; Paaso, Esa Aleksi ^[5];

^[6];

^[6]

Illinois Institute of Technology, Chicago, IL (United States)
Illinois Institute of Technology, Chicago, IL (United States); King Abdulaziz Univ., Jeddah (Saudi Arabia)
Huazhong Univ. of Science and Technology, Wuhan (China)
Argonne National Lab. (ANL), Lemont, IL (United States)
Commonwealth Edison Company, Oakbrook Terrace, IL (United States)
King Abdulaziz Univ., Jeddah (Saudi Arabia)

Publication Date:: Wed Dec 01 00:00:00 EST 2021

Research Org.:: Argonne National Lab. (ANL), Argonne, IL (United States)

Sponsoring Org.:: King Abdulaziz University. Deanship of Scientific Research (DSR); USDOE

OSTI Identifier:: 1879205

Report Number(s):: TSG-00379-2021
Journal ID: ISSN 1949-3053; 177016

Grant/Contract Number:: AC02-06CH11357; RG-10-135-40

Resource Type:: Accepted Manuscript

Journal Name:: IEEE Transactions on Smart Grid

Additional Journal Information:: Journal Volume: 13; Journal Issue: 2; Journal ID: ISSN 1949-3053

Publisher:: IEEE

Country of Publication:: United States

Language:: English

Subject:: 29 ENERGY PLANNING, POLICY, AND ECONOMY; EV charging stations; asymmetric Nash bargaining; two-level transactive energy

Citation Formats


                    Affolabi, Larissa, Shahidehpour, Mohammad, Gan, Wei, Yan, Mingyu, Chen, Bo, Pandey, Shikhar, Vukojevic, Aleksandar, Paaso, Esa Aleksi, Alabdulwahab, Ahmed, and Abusorrah, Abdullah. Optimal Transactive Energy Trading of Electric Vehicle Charging Stations With On-Site PV Generation in Constrained Power Distribution Networks.  United States: N. p., 2021. 
Web.  doi:10.1109/tsg.2021.3131959.

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                    Affolabi, Larissa, Shahidehpour, Mohammad, Gan, Wei, Yan, Mingyu, Chen, Bo, Pandey, Shikhar, Vukojevic, Aleksandar, Paaso, Esa Aleksi, Alabdulwahab, Ahmed, & Abusorrah, Abdullah. Optimal Transactive Energy Trading of Electric Vehicle Charging Stations With On-Site PV Generation in Constrained Power Distribution Networks.  United States.  https://doi.org/10.1109/tsg.2021.3131959

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                    Affolabi, Larissa, Shahidehpour, Mohammad, Gan, Wei, Yan, Mingyu, Chen, Bo, Pandey, Shikhar, Vukojevic, Aleksandar, Paaso, Esa Aleksi, Alabdulwahab, Ahmed, and Abusorrah, Abdullah. Wed .  
"Optimal Transactive Energy Trading of Electric Vehicle Charging Stations With On-Site PV Generation in Constrained Power Distribution Networks".  United States.  https://doi.org/10.1109/tsg.2021.3131959.  https://www.osti.gov/servlets/purl/1879205.

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@article{osti_1879205,

  title        = {Optimal Transactive Energy Trading of Electric Vehicle Charging Stations With On-Site PV Generation in Constrained Power Distribution Networks},

  author       = {Affolabi, Larissa and Shahidehpour, Mohammad and Gan, Wei and Yan, Mingyu and Chen, Bo and Pandey, Shikhar and Vukojevic, Aleksandar and Paaso, Esa Aleksi and Alabdulwahab, Ahmed and Abusorrah, Abdullah},

  abstractNote = {This paper presents a two-level transactive energy market framework, that enables energy trading among electric vehicle charging stations (EVCSs). At the lower level, the discharging capability of EVs and on-site PV generation are leveraged by individual EVCS for participating in the transactive trading with their peers. Once the lower-level trading is completed, EVCSs trade energy at the upper level through the power grid network managed by the distribution system operator (DSO). The upper-level market is cleared while satisfying the power distribution network constraints. A cooperative game-based model is proposed to model the energy trading among EVCSs. To this end, the asymmetric Nash bargaining method is applied to allocate the grand coalition's payoff to each EVCS at the upper-level market, while a weighted proportional allocation method is used to allocate individual EVCS's payoff to its respective EVs at the lower-level market. In this work, the upper-level market formulation is further decomposed into two subproblems representing an energy scheduling and trading subproblem which maximizes EVCS payoffs, and a bargaining subproblem which allocates EVCS payoffs. The effectiveness of the proposed framework for incentivizing transactive trades among EVs and EVCSs is validated in case studies.},

  doi          = {10.1109/tsg.2021.3131959},

  journal      = {IEEE Transactions on Smart Grid},

  number       = 2,

  volume       = 13,

  place        = {United States},

  year         = {Wed Dec 01 00:00:00 EST 2021},

  month        = {Wed Dec 01 00:00:00 EST 2021}

}

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Title: Optimal Transactive Energy Trading of Electric Vehicle Charging Stations With On-Site PV Generation in Constrained Power Distribution Networks

Abstract

Citation Formats

Battery-Wear-Model-Based Energy Trading in Electric Vehicles: A Naive Auction Model and a Market Analysis journal, July 2019

A Stochastic Game Approach for PEV Charging Station Operation in Smart Grid journal, March 2018

Economics of Electric Vehicle Charging: A Game Theoretic Approach journal, December 2012

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Distributed transactive energy trading framework in distribution networks journal, November 2018

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Cost Minimization of Charging Stations With Photovoltaics: An Approach With EV Classification journal, January 2016

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A Game-Theoretic Framework for Vehicle-to-Grid Frequency Regulation Considering Smart Charging Mechanism journal, September 2017

Electric Vehicle Charging Stations With Renewable Power Generators: A Game Theoretical Analysis journal, March 2015

Network reconfiguration in distribution systems for loss reduction and load balancing journal, April 1989

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Non-Cooperative and Cooperative Optimization of Scheduling With Vehicle-to-Grid Regulation Services journal, January 2020

Competitive Charging Station Pricing for Plug-In Electric Vehicles journal, January 2015

Topology-Aware Vehicle-to-Grid Energy Trading for Active Distribution Systems journal, March 2019

Convex Hull of the Quadratic Branch AC Power Flow Equations and Its Application in Radial Distribution Networks journal, January 2018

Real-Time Charging Navigation of Electric Vehicles to Fast Charging Stations: A Hierarchical Game Approach journal, January 2015

The Changing Electrical Landscape: End-to-End Power System Operation Under the Transactive Energy Paradigm journal, May 2016

Cooperative P2P Energy Trading in Active Distribution Networks: An MILP-Based Nash Bargaining Solution journal, January 2020

Game Theory Based Charging Solution for Networked Electric Vehicles: A Location-Aware Approach journal, July 2019

Real-Time Optimal Energy and Reserve Management of Electric Vehicle Fast Charging Station: Hierarchical Game Approach journal, September 2018

Bargaining Game-Based Profit Allocation of Virtual Power Plant in Frequency Regulation Market Considering Battery Cycle Life journal, July 2021

Battery-Wear-Model-Based Energy Trading in Electric Vehicles: A Naive Auction Model and a Market Analysis
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A Stochastic Game Approach for PEV Charging Station Operation in Smart Grid
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Economics of Electric Vehicle Charging: A Game Theoretic Approach
journal, December 2012

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journal, January 2020

An Iterative Two-Layer Optimization Charging and Discharging Trading Scheme for Electric Vehicle Using Consortium Blockchain
journal, May 2020

A Practical Scheme to Involve Degradation Cost of Lithium-Ion Batteries in Vehicle-to-Grid Applications
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Cost Minimization of Charging Stations With Photovoltaics: An Approach With EV Classification
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Electric Vehicle Charging Scheme for a Park-and-Charge System Considering Battery Degradation Costs
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