Private Data Sharing in EMU Maintenance: A Method Study Based on Federated Learning

• Published in: 2022 3rd International Conference on Computer Science and Management Technology (ICCSMT) pp. 137 - 143
• Main Authors: Yang, Jiaying, Huang, Lei, Wang, Ying
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.11.2022
• Subjects: Computational modeling; Data models; Data privacy; Data sharing; EMU maintenance; Federated learning; Information sharing; Keywords: Federated learning; Maintenance engineering; Private data; Training

In the maintenance of (Electric Multiple Unit) EMU, the operation of intelligent operation and maintenance model needs the support of data sharing from multiple subjects. However, in the context of strict safety supervision in the railway industry, the data security and privacy protection requiremen...