ML-Rbft consensus algorithm for aircraft engine maintenance data storage

Aircraft engine generates a lot of data during maintenance, and there are high security requirements for data storage. However, at present, the maintenance data storage of aircraft engines still faces the problem of easy loss and manipulation, it can be solved by blockchain technology. The Raft consensus algorithm commonly used in blockchain cannot meet the requirements of high efficiency and security for maintenance data storage, so the ML-Rbft consensus algorithm is proposed in this paper. By introducing multiple leaders nodes to replace single leader node, introducing node credit value model to realize safe election of leader nodes, and improving the consensus process. Experimental results show that ML-Rbft consensus algorithm can improve the efficiency of aircraft engine maintenance data storage and ensure its security.

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Publication Details

Journal
IET conference proceedings.
Published
2025-01-01
DOI
https://doi.org/10.1049/icp.2024.2941
Primary Topic
Image and Object Detection Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

ML-Rbft consensus algorithm for aircraft engine maintenance data storage

Y. F. Liang, Xudong Shi, Hongxu Zhao
IET conference proceedings.
Image and Object Detection Techniques
article

ML-Rbft consensus algorithm for aircraft engine maintenance data storage

Y. F. Liang, Xudong Shi, Hongxu Zhao
article en

Abstract

Aircraft engine generates a lot of data during maintenance, and there are high security requirements for data storage. However, at present, the maintenance data storage of aircraft engines still faces the problem of easy loss and manipulation, it can be solved by blockchain technology. The Raft consensus algorithm commonly used in blockchain cannot meet the requirements of high efficiency and security for maintenance data storage, so the ML-Rbft consensus algorithm is proposed in this paper. By introducing multiple leaders nodes to replace single leader node, introducing node credit value model to realize safe election of leader nodes, and improving the consensus process. Experimental results show that ML-Rbft consensus algorithm can improve the efficiency of aircraft engine maintenance data storage and ensure its security.

IET conference proceedings.Vol. 2024(13)
Civil Aviation University of China (CN)
Affordable and clean energy
Openalex Percentile: Top 100%
Image and Object Detection Techniques
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