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Distributed Charging-Record Management for Electric Vehicle Networks via Blockchain
Qian,Li Ping1,2; Wu,Yuan3,4; Xu,Xu1; Ji,Bo5; Shi,Zhiguo6; Jia,Weijia7
2020-09-29
Source PublicationIEEE Internet of Things Journal
ISSN2327-4662
Volume8Issue:4Pages:2150-2162
Abstract

The deep penetration of electric vehicles (EVs) into the transportation section and the associated charging management has yielded a critical issue, namely, how to efficiently store the generated charging records. In this article, we investigate the cost-efficient charging-record storage scheme by exploiting blockchain (BC). Accounting for the operational cost due to the consensus process via the practical Byzantine fault tolerance (PBFT) protocol, we model the associated cost for storing the charging records via an ideal multiblockchain system and formulate a joint optimization of the storage selection (i.e., either storing the charging record locally or selecting one of the BCs for storing the charging record) and server-node allocation for each BC, with the objective of minimizing a systemwise cost. Despite the nature of the complicated mixed binary and integer programming problem, we exploit the decomposition structure and propose a layered algorithm (i.e., the bottom subproblem for determining the optimal storage selection and the top problem for finding the server-node allocation) to solve it. For the bottom subproblem, we exploit the nature of minimum weighted matching of the problem and propose a distributed auction-based algorithm for computing the optimal storage selection. With the optimal solution from the subproblem, we further propose an annealing-based algorithm to determine the server-node allocation for each BC. Numerical results are provided to validate the effectiveness of our proposed algorithms and the performance of our cost-efficient charging-record storage scheme via BC.

KeywordBlockchain (Bc) Charging-record Management Communications And Networking For Iot Efficient Communications And Networking Electric Vehicles (Evs) Optimal Resource Management
DOI10.1109/JIOT.2020.3027482
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaComputer Science ; Engineering ; Telecommunications
WOS SubjectComputer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS IDWOS:000616317000007
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855-4141 USA
Scopus ID2-s2.0-85100749386
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Citation statistics
Cited Times [WOS]:6   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionUniversity of Macau
Corresponding AuthorWu,Yuan
Affiliation1.Zhejiang Univ Technol, Coll Informat Engn, Hangzhou 310023, Peoples R China
2.Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
3.Univ Macau, State Key Lab Internet Things Smart City, Macau, Peoples R China
4.Univ Macau, Dept Comp & Informat Sci, Macau, Peoples R China
5.Virginia Tech, Dept Comp Sci, Blacksburg, VA 24060 USA
6.‎Zhejiang Univ, Coll Informat Sci & Elect Engn, Hangzhou 310058, Peoples R China
7.Beijing Normal Univ BNU Zhuhai, BNU HKBU United Int Coll, BNU UIC Inst Artificial Intelligence & Future Net, Zhuhai 519087, Peoples R China
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Qian,Li Ping,Wu,Yuan,Xu,Xu,et al. Distributed Charging-Record Management for Electric Vehicle Networks via Blockchain[J]. IEEE Internet of Things Journal,2020,8(4):2150-2162.
APA Qian,Li Ping,Wu,Yuan,Xu,Xu,Ji,Bo,Shi,Zhiguo,&Jia,Weijia.(2020).Distributed Charging-Record Management for Electric Vehicle Networks via Blockchain.IEEE Internet of Things Journal,8(4),2150-2162.
MLA Qian,Li Ping,et al."Distributed Charging-Record Management for Electric Vehicle Networks via Blockchain".IEEE Internet of Things Journal 8.4(2020):2150-2162.
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