DEVS: Secure and optimal decentralized energy trading scheme for Electric Vehicle and Charging Station using game theory

被引:0
|
作者
Kakkar, Riya [1 ]
Agrawal, Smita [1 ]
Tanwar, Sudeep [1 ]
机构
[1] Nirma Univ, Inst Technol, Dept Comp Sci & Engn, Ahmadabad 382481, Gujarat, India
来源
关键词
blockchain; charging station; electric vehicle; IPFS; optimal charging; zero-sum game;
D O I
10.1002/cpe.8133
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
With the advent and popularity of electric vehicles (EVs), the intelligent transportation system has adopted them as an alternative to fossil fuel or gasoline vehicles owing to their benefits of reduced greenhouse gas emissions. However, it becomes critical to schedule the vast EVs at the charging station (CS) efficiently while maintaining security, privacy, and optimality during the energy trading. Therefore, we propose a blockchain and zero-sum game theory-based energy trading scheme, that is, DEVS, for optimal and secure EV charging at the CS. We incorporate the Interplanetary File System with the blockchain to ameliorate the cost-efficiency and reliability of EV energy trading. Furthermore, we implement the zero-sum game theory between players EV and CS to yield an optimal payoff based on pure and mixed strategies during the energy trading procedure. Moreover, we deploy and execute the smart contract (SC) of the blockchain-based proposed DEVS scheme in the Remix integrated development environment to secure EV energy trading transactions. Additionally, the security of the proposed DEVS scheme is checked and analyzed using a fuzzing-based Echidna tool for protected energy trading. Finally, the performance evaluation of the proposed DEVS scheme is analyzed using various standard metrics such as profit comparison based on strategies, energy price comparison, CS profit comparison for pure strategy (based on arrival time), convergence comparison, and profit (EV and CS) at saddle point and mixed strategy to avail preserved and optimal energy trading for EVs.
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收藏
页数:18
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