Game-Theory Based V2G Coordination Strategy for Providing Ramping Flexibility in Power Systems

Large-scale integration of renewable generation into power systems invariably affects the system ramping capability. However, the vehicle-to-grid (V2G) concept that allows for using electric vehicles (EVs) as energy storages with the capability of bidirectional energy transfer between the EVs and th...

Full description

Bibliographic Details
Main Authors: Jin Zhang, Liang Che, Lei Wang, Udaya K. Madawala
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Energies
Subjects:
V2G
Online Access:https://www.mdpi.com/1996-1073/13/19/5008
id doaj-496b9bb6257b4a6c8cdfe3d4d3b18e7d
record_format Article
spelling doaj-496b9bb6257b4a6c8cdfe3d4d3b18e7d2020-11-25T02:51:49ZengMDPI AGEnergies1996-10732020-09-01135008500810.3390/en13195008Game-Theory Based V2G Coordination Strategy for Providing Ramping Flexibility in Power SystemsJin Zhang0Liang Che1Lei Wang2Udaya K. Madawala3College of Electrical and Information Engineering, Hunan University, Changsha 410082, ChinaCollege of Electrical and Information Engineering, Hunan University, Changsha 410082, ChinaCollege of Electrical and Information Engineering, Hunan University, Changsha 410082, ChinaDepartment of Electrical, Computer and Software Engineering, Faculty of Engineering, The University of Auckalnd, Auckalnd 1023, New ZealandLarge-scale integration of renewable generation into power systems invariably affects the system ramping capability. However, the vehicle-to-grid (V2G) concept that allows for using electric vehicles (EVs) as energy storages with the capability of bidirectional energy transfer between the EVs and the grid, can be employed to mitigate the above adverse effect. This paper proposes a game-theory-based V2G coordination strategy that uses EV clusters to improve ramping flexibility in power systems. In the proposed strategy, the V2G concept, representing the interactions between the distribution system operator (DSO) and EV clusters, is formulated as a Stackelberg game. The DSO acts as a leader who decides the charging prices for the buses to which the EV clusters are connected, while the EV clusters simply serve as followers, scheduling their own charging and discharging. This bi-level model is further reduced to a single-level, mixed-integer second-order cone programming (MISOCP) problem based on the Karush-Kuhn-Tucker (KKT) conditions, the strong duality theorem and second-order cone (SOC) relaxation. The performance of the proposed V2G coordination strategy on a modified IEEE 33-bus system connecting EV clusters and PV generations is investigated through simulations, and the results demonstrate that the largest ramp of the system can be reduced by up to 39% when EV clusters are providing flexibility, while the EV clusters can also have greatly reduced charging costs.https://www.mdpi.com/1996-1073/13/19/5008V2Gelectric vehicleStackelberg gamepower market
collection DOAJ
language English
format Article
sources DOAJ
author Jin Zhang
Liang Che
Lei Wang
Udaya K. Madawala
spellingShingle Jin Zhang
Liang Che
Lei Wang
Udaya K. Madawala
Game-Theory Based V2G Coordination Strategy for Providing Ramping Flexibility in Power Systems
Energies
V2G
electric vehicle
Stackelberg game
power market
author_facet Jin Zhang
Liang Che
Lei Wang
Udaya K. Madawala
author_sort Jin Zhang
title Game-Theory Based V2G Coordination Strategy for Providing Ramping Flexibility in Power Systems
title_short Game-Theory Based V2G Coordination Strategy for Providing Ramping Flexibility in Power Systems
title_full Game-Theory Based V2G Coordination Strategy for Providing Ramping Flexibility in Power Systems
title_fullStr Game-Theory Based V2G Coordination Strategy for Providing Ramping Flexibility in Power Systems
title_full_unstemmed Game-Theory Based V2G Coordination Strategy for Providing Ramping Flexibility in Power Systems
title_sort game-theory based v2g coordination strategy for providing ramping flexibility in power systems
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2020-09-01
description Large-scale integration of renewable generation into power systems invariably affects the system ramping capability. However, the vehicle-to-grid (V2G) concept that allows for using electric vehicles (EVs) as energy storages with the capability of bidirectional energy transfer between the EVs and the grid, can be employed to mitigate the above adverse effect. This paper proposes a game-theory-based V2G coordination strategy that uses EV clusters to improve ramping flexibility in power systems. In the proposed strategy, the V2G concept, representing the interactions between the distribution system operator (DSO) and EV clusters, is formulated as a Stackelberg game. The DSO acts as a leader who decides the charging prices for the buses to which the EV clusters are connected, while the EV clusters simply serve as followers, scheduling their own charging and discharging. This bi-level model is further reduced to a single-level, mixed-integer second-order cone programming (MISOCP) problem based on the Karush-Kuhn-Tucker (KKT) conditions, the strong duality theorem and second-order cone (SOC) relaxation. The performance of the proposed V2G coordination strategy on a modified IEEE 33-bus system connecting EV clusters and PV generations is investigated through simulations, and the results demonstrate that the largest ramp of the system can be reduced by up to 39% when EV clusters are providing flexibility, while the EV clusters can also have greatly reduced charging costs.
topic V2G
electric vehicle
Stackelberg game
power market
url https://www.mdpi.com/1996-1073/13/19/5008
work_keys_str_mv AT jinzhang gametheorybasedv2gcoordinationstrategyforprovidingrampingflexibilityinpowersystems
AT liangche gametheorybasedv2gcoordinationstrategyforprovidingrampingflexibilityinpowersystems
AT leiwang gametheorybasedv2gcoordinationstrategyforprovidingrampingflexibilityinpowersystems
AT udayakmadawala gametheorybasedv2gcoordinationstrategyforprovidingrampingflexibilityinpowersystems
_version_ 1724733228558843904