基于区块链技术改进共识机制的分布式能源交易研究
Research on Distributed Energy Trading Based on Blockchain Technology to Improve Consensus Mechanism
摘要: 对目前分布式能源交易中面临的高频率,复杂交易存在的安全性,交易成本高与交易信任难等问题,分析现有区块链技术与分布式能源交易的优缺点,提出基于区块链技术改进DPoS (Delegated Proof of Stake,委托权益证明)共识机制的分布式能源交易应用与架构。通过基于动态激励信任度的委托权益证明(DPoS),并辅以信任度模型和奖惩机制对节点进行综合的评价。通过算例仿真分析对比,提出的改进DT-DPoS (Dynamic Trust-Delegated Proof of Stake)算法可以提高节点的积极性,增强了剔除恶意节点的效率,维护了系统的安全性与稳定性。
Abstract: With regard to the security, transaction cost, transaction trust and other problems of high frequen-cy and complex transactions in distributed energy transactions, this paper analyzes the advantages and disadvantages of existing blockchain technology in distributed energy transactions, and pro-poses a distributed energy transaction application and architecture based on blockchain technology to improve DPoS (Delegated Proof of Stack) consensus mechanism. The node is comprehensively evaluated by the DPoS based on the dynamic incentive trust degree, supplemented by the trust de-gree model and the reward and punishment mechanism. Through the analysis and comparison of simulation examples, the proposed improved DT-DPoS (Dynamic Trust Delegated Proof of Stack) algorithm can improve the enthusiasm of nodes, enhance the elimination of malicious nodes, and maintain the security and stability of the system.
文章引用:王昊, 张会林, 马立新. 基于区块链技术改进共识机制的分布式能源交易研究[J]. 建模与仿真, 2023, 12(2): 985-994. https://doi.org/10.12677/MOS.2023.122093

参考文献

[1] 张宁, 王毅, 康重庆, 程将南, 贺大玮. 能源互联网中的区块链技术: 研究框架与典型应用初探[J]. 中国电机工程学报, 2016, 36(15): 4011-4023.
[2] 逯遥, 毛知新, 邱志斌. 区块链技术在能源物联网领域的发展与应用综述[J]. 广东电力, 2021, 34(7): 1-12.
[3] 艾崧溥, 胡殿凯, 张桐, 曹军威. 能源互联网电力交易区块链中的关键技术[J]. 电力建设, 2021, 42(6): 44-57.
[4] 陈启鑫, 王克道, 陈思捷, 夏清. 面向分布式主体的可交易能源系统: 体系架构、机制设计与关键技术[J]. 电力系统自动化, 2018, 42(3): 1-7, 31.
[5] 王蓓蓓, 李雅超, 赵盛楠, 陈浩, 金逸, 丁羽. 基于区块链的分布式能源交易关键技术[J]. 电力系统自动化, 2019, 43(14): 53-64.
[6] 翟冉, 陈学斌. 区块链的共识机制研究[J]. 数据与计算发展前沿, 2021, 3(3): 86-94.
[7] 张永, 李晓辉. 一种改进的区块链共识机制的研究与实现[J]. 电子设计工程, 2018, 26(1): 38-42.
[8] 张雅萍, 任秀丽. 基于配对制度的DPoS共识机制[J]. 计算机应用研究, 2021, 38(10): 2909-2914.
[9] 刘航宇, 何乐天, 于韶源, 孙瑜, 耿建, 赵晋泉. 一种适用于分布式光伏交易的区块链共识机制设计[J]. 全球能源互联网, 2020, 3(6): 626-631.
[10] Andoni, M., Robu, V., Flynn, D., et al. (2019) Blockchain Technology in the Energy Sector: A Systematic Review of Challenges and Opportunities. Renewable and Sustainable Energy Reviews, 100,143-174. [Google Scholar] [CrossRef
[11] 李彬, 曹望璋, 张洁, 等. 基于异构区块链的多能系统交易体系及关键技术[J]. 电力系统自动化, 2018, 42(0): 183-193.
[12] Ahl, A., Yarime, M., Tanaka, K. and Sagawa, D. (2019) Review of Blockchain-Based Distributed Energy: Implications for Institutional Development. Renewable and Sustainable Energy Reviews, 107, 200-211. [Google Scholar] [CrossRef
[13] Li, Z.Y., Bahramirad, S., Paaso, A., Yan, M.Y. and Shahidehpour, M. (2019) Blockchain for Decentralized Transactive Energy Management System in Networked Microgrids. The Electricity Journal, 32, 58-72. [Google Scholar] [CrossRef
[14] 袁勇, 倪晓春, 曾帅, 王飞跃. 区块链共识算法的发展现状与展望[J]. 自动化学报, 2018, 44(11): 2011-2022.