Blockchain-Empowered Socially Optimal Transactive Energy System: Framework and Implementation

被引:43
|
作者
Yang, Qing [1 ,2 ]
Wang, Hao [3 ,4 ]
机构
[1] Shenzhen Univ, Blockchain Technol Res Ctr, Shenzhen 518060, Peoples R China
[2] Shenzhen Univ, Coll Elect & Informat Engn, Shenzhen 518060, Peoples R China
[3] Monash Univ, Fac Informat Technol, Dept Data Sci & Artificial Intelligence, Melbourne, Vic 3800, Australia
[4] Stanford Univ, Stanford Sustainable Syst Lab, Stanford, CA 94305 USA
基金
中国国家自然科学基金;
关键词
Transactive energy; Smart grids; Privacy; Load modeling; Informatics; Internet of Things; Blockchain; decentralized optimization; energy trading (ET); privacy; smart grid; transactive energy;
D O I
10.1109/TII.2020.3027577
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Transactive energy plays a key role in the operation and energy management of future power systems. However, the conventional operational mechanism, which follows a centralized design, is often less secure, vulnerable to malicious behaviors, and suffers from privacy leakage. In this article, we introduce blockchain technology in transactive energy to address these challenges. Specifically, we develop a novel blockchain-based transactive energy framework for prosumers and design a decentralized energy trading algorithm that matches the operation of the underlying blockchain system. We prove that the trading algorithm improves the individual benefit and guarantees the socially optimal performance, and thus, incentivizes prosumers to join the transactive energy platform. Moreover, we evaluate the feasibility of the transactive energy platform throughout the implementation of a small-scale network of Internet of Things devices and extensive simulations using real-world data. Our results show that this blockchain-based transactive energy platform is feasible in practice, and the decentralized trading algorithm reduces the user's individual cost by up to 77% and lowers the overall cost by 24%.
引用
收藏
页码:3122 / 3132
页数:11
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