A Two-stage Autonomous EV Charging Coordination Method Enabled by Blockchain
Increasing electric vehicle (EV) penetration in distribution networks necessitate EV charging coordination. This paper proposes a two-stage EV charging coordination mechanism that frees the distribution system operator (DSO) from extra burdens of EV charging coordination. The first stage ensures tha...
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doaj-4865dbf6ecef4a05af3a23a9a2a6faef2021-06-14T23:01:30ZengIEEEJournal of Modern Power Systems and Clean Energy2196-54202021-01-019110411310.35833/MPCE.2019.0001399237070A Two-stage Autonomous EV Charging Coordination Method Enabled by BlockchainJian Ping0Zheng Yan1Sijie Chen2Key Laboratory of Control of Power Transmission and Conversion, Ministry of Education (Shanghai Jiao Tong University),Shanghai,ChinaKey Laboratory of Control of Power Transmission and Conversion, Ministry of Education (Shanghai Jiao Tong University),Shanghai,ChinaKey Laboratory of Control of Power Transmission and Conversion, Ministry of Education (Shanghai Jiao Tong University),Shanghai,ChinaIncreasing electric vehicle (EV) penetration in distribution networks necessitate EV charging coordination. This paper proposes a two-stage EV charging coordination mechanism that frees the distribution system operator (DSO) from extra burdens of EV charging coordination. The first stage ensures that the total charging demand meets facility constraints, and the second stage ensures fair charging welfare allocation while maximizing the total charging welfare via Nash-bargaining trading. A decentralized algorithm based on the alternating direction method of multipliers (ADMM) is proposed to protect individual privacy. The proposed mechanism is implemented on the blockchain to enable trustworthy EV charging coordination in case a third-party coordinator is absent. Simulation results demonstrate the effectiveness and efficiency of the proposed approach.https://ieeexplore.ieee.org/document/9237070/Electric vehicle (EV) charging coordinationNash bargainingalternating direction method of multipliers (ADMM)blockchain |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jian Ping Zheng Yan Sijie Chen |
spellingShingle |
Jian Ping Zheng Yan Sijie Chen A Two-stage Autonomous EV Charging Coordination Method Enabled by Blockchain Journal of Modern Power Systems and Clean Energy Electric vehicle (EV) charging coordination Nash bargaining alternating direction method of multipliers (ADMM) blockchain |
author_facet |
Jian Ping Zheng Yan Sijie Chen |
author_sort |
Jian Ping |
title |
A Two-stage Autonomous EV Charging Coordination Method Enabled by Blockchain |
title_short |
A Two-stage Autonomous EV Charging Coordination Method Enabled by Blockchain |
title_full |
A Two-stage Autonomous EV Charging Coordination Method Enabled by Blockchain |
title_fullStr |
A Two-stage Autonomous EV Charging Coordination Method Enabled by Blockchain |
title_full_unstemmed |
A Two-stage Autonomous EV Charging Coordination Method Enabled by Blockchain |
title_sort |
two-stage autonomous ev charging coordination method enabled by blockchain |
publisher |
IEEE |
series |
Journal of Modern Power Systems and Clean Energy |
issn |
2196-5420 |
publishDate |
2021-01-01 |
description |
Increasing electric vehicle (EV) penetration in distribution networks necessitate EV charging coordination. This paper proposes a two-stage EV charging coordination mechanism that frees the distribution system operator (DSO) from extra burdens of EV charging coordination. The first stage ensures that the total charging demand meets facility constraints, and the second stage ensures fair charging welfare allocation while maximizing the total charging welfare via Nash-bargaining trading. A decentralized algorithm based on the alternating direction method of multipliers (ADMM) is proposed to protect individual privacy. The proposed mechanism is implemented on the blockchain to enable trustworthy EV charging coordination in case a third-party coordinator is absent. Simulation results demonstrate the effectiveness and efficiency of the proposed approach. |
topic |
Electric vehicle (EV) charging coordination Nash bargaining alternating direction method of multipliers (ADMM) blockchain |
url |
https://ieeexplore.ieee.org/document/9237070/ |
work_keys_str_mv |
AT jianping atwostageautonomousevchargingcoordinationmethodenabledbyblockchain AT zhengyan atwostageautonomousevchargingcoordinationmethodenabledbyblockchain AT sijiechen atwostageautonomousevchargingcoordinationmethodenabledbyblockchain AT jianping twostageautonomousevchargingcoordinationmethodenabledbyblockchain AT zhengyan twostageautonomousevchargingcoordinationmethodenabledbyblockchain AT sijiechen twostageautonomousevchargingcoordinationmethodenabledbyblockchain |
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1721377790191730688 |