Hierarchical Blockchain Design for Distributed Control and Energy Trading Within Microgrids

被引:36
作者
Yang, Jiawei [1 ]
Dai, Jiahong [1 ]
Gooi, Hoay Beng [1 ]
Hung Dinh Nguyen [2 ]
Wang, Ping [3 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, Singapore
[2] Nanyang Technol Univ, Dept EEE, Singapore, Singapore
[3] York Univ, Dept Elect Engn & Comp Sci, Toronto, ON M3J 1P3, Canada
基金
新加坡国家研究基金会;
关键词
Blockchains; Microgrids; Peer-to-peer computing; Decentralized control; Pricing; Smart contracts; Game theory; Distributed control; peer-to-peer energy trading; cyber-security; hierarchical blockchain; smart grid; FALSE DATA INJECTION; DEMAND RESPONSE MANAGEMENT; ATTACKS; SCHEME;
D O I
10.1109/TSG.2022.3153693
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Blockchain technology is recognized as a suitable tool to secure the energy trading because it could perfectly match the distributed structure of peer-to-peer (P2P) energy market. But its usage is stuck on the transaction level. Control systems are significant to the microgrid as they ensure a stable power delivery system and regulate the performance of parameters such as active power and frequency. This paper proves that the blockchain technology is also effective in securing the distributed control systems against the false data injection attack. A six-prosumer microgrid is tested with the implementation of the hierarchical blockchain system. The security of both the control system and energy trading system of the microgrid is ensured. Smart contracts are created to calculate the feedback measurements for the control system and execute the energy transactions. According to the hierarchical structure, the private blockchain with static nodes is implemented for the distributed control to match the sampling rate. A Proof-of-Authority based blockchain is utilized to support the energy trading. In addition, a double auction based simple iteration (DA-SI) pricing scheme is designed to improve the social welfare of the microgrid. Finally, case studies are presented to verify the proposed hierarchical blockchain system as an effective method to safeguard the control system and maximize the benefits of prosumers. Numerical results show the effectiveness and feasibility of the proposed approach.
引用
收藏
页码:3133 / 3144
页数:12
相关论文
共 44 条
[1]   A Consortium Blockchain-Based Energy Trading for Demand Response Management in Vehicle-to-Grid [J].
Aggarwal, Shubhani ;
Kumar, Neeraj .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 70 (09) :9480-9494
[2]   False data injection attack (FDIA): an overview and new metrics for fair evaluation of its countermeasure [J].
Ahmed, Mohiuddin ;
Pathan, Al-Sakib Khan .
COMPLEX ADAPTIVE SYSTEMS MODELING, 2020, 8 (01)
[3]   A Blockchain-Enabled Multi-Settlement Quasi-Ideal Peer-to-Peer Trading Framework [J].
AlAshery, Mohamed Kareem ;
Yi, Zhehan ;
Shi, Di ;
Lu, Xiao ;
Xu, Chunlei ;
Wang, Zhiwei ;
Qiao, Wei .
IEEE TRANSACTIONS ON SMART GRID, 2021, 12 (01) :885-896
[4]   Hyperledger Fabric: A Distributed Operating System for Permissioned Blockchains [J].
Androulaki, Elli ;
Barger, Artem ;
Bortnikov, Vita ;
Cachin, Christian ;
Christidis, Konstantinos ;
De Caro, Angelo ;
Enyeart, David ;
Ferris, Christopher ;
Laventman, Gennady ;
Manevich, Yacov ;
Muralidharan, Srinivasan ;
Murthy, Chet ;
Binh Nguyen ;
Sethi, Manish ;
Singh, Gari ;
Smith, Keith ;
Sorniotti, Alessandro ;
Stathakopoulou, Chrysoula ;
Vukolic, Marko ;
Cocco, Sharon Weed ;
Yellick, Jason .
EUROSYS '18: PROCEEDINGS OF THE THIRTEENTH EUROSYS CONFERENCE, 2018,
[5]   Energy Peer-to-Peer Trading in Virtual Microgrids in Smart Grids: A Game-Theoretic Approach [J].
Anoh, Kelvin ;
Maharjan, Sabita ;
Ikpehai, Augustine ;
Zhang, Yan ;
Adebisi, Bamidele .
IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (02) :1264-1275
[6]  
[Anonymous], 2017, COMPARISON ETHEREUM
[7]   Survey of false data injection in smart power grid: Attacks, countermeasures and challenges [J].
Aoufi, Souhila ;
Derhab, Abdelouahid ;
Guerroumi, Mohamed .
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2020, 54
[8]  
Buterin V., 2014, CISC VIS NETW IND GL, V3, P1
[9]   Accommodating Strategic Players in Distributed Algorithms for Power Dispatch Problems [J].
Chen, Sijie ;
Xu, Chengke ;
Yan, Zheng ;
Guan, Xinping ;
Le, Xinyi .
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (11) :12594-12603
[10]   A trusted energy trading framework by marrying blockchain and optimization [J].
Chen, Sijie ;
Shen, Zeyu ;
Zhang, Ling ;
Yan, Zheng ;
Li, Canbing ;
Zhang, Ning ;
Wu, Jianzhong .
ADVANCES IN APPLIED ENERGY, 2021, 2