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Open Access

A Trust-Based Hierarchical Consensus Mechanism for Consortium Blockchain in Smart Grid

School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications, Beijing 100876, China
Institute of Food safety and Nutrition, Jiangsu Academy of Agricultural Sciences, Nanjing 210000, China
Computer Science and Engineering Department, Qatar University, Doha 2713, Qatar
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Abstract

As the smart grid develops rapidly, abundant connected devices offer various trading data. This raises higher requirements for secure and effective data storage. Traditional centralized data management does not meet the above requirements. Currently, smart grid with conventional consortium blockchain can solve the above issues. However, in the face of a large number of nodes, existing consensus algorithms often perform poorly in terms of efficiency and throughput. In this paper, we propose a trust-based hierarchical consensus mechanism (THCM) to solve this problem. Firstly, we design a hierarchical mechanism to improve the efficiency and throughput. Then, intra-layer nodes use an improved Raft consensus algorithm and inter-layer nodes use the Byzantine Fault Tolerance algorithm. Thirdly, we propose a trust evaluation method to improve the election process of Raft. Finally, we implement a prototype system to evaluate the performance of THCM. The results demonstrate that the consensus efficiency is improved by 19.8%, the throughput is improved by 12.34%, and the storage is reduced by 37.9%.

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Tsinghua Science and Technology
Pages 69-81

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Cite this article:
Jiang X, Sun A, Sun Y, et al. A Trust-Based Hierarchical Consensus Mechanism for Consortium Blockchain in Smart Grid. Tsinghua Science and Technology, 2023, 28(1): 69-81. https://doi.org/10.26599/TST.2021.9010074

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Received: 01 October 2021
Accepted: 13 October 2021
Published: 21 July 2022
© The author(s) 2023.

The articles published in this open access journal are distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/).