·Scientific Research
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Scientific Research
Research Field
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Smart Ship
Prognostics and Health Management
Predictive Maintenance
Quality and Reliability Engineering
Industrial Big Data Mining
Deep Learning
Paper Publications
- [1] Machine health monitoring using adaptive kernel spectral clustering and deep long short-term memory recurrent neural networks.IEEE Transactions on Industrial Informatics,15(2):987-997
- [2] Degradation data-driven time-to-failure prognostics approach for rolling element bearings in electrical machines.IEEE Transactions on Industrial Electronics,66(1):529-539
Patents
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Published Books
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Research Projects
- [1] 大数据环境下智能制造装备健康状态预测与维修决策研究, National Natural Science Foundation of China (NSFC)
- [2] 可靠性设计及验证技术研究, Other departments of the State Council of the People's Republic of China
- [3] 大数据驱动基于深度强化学习的智能装备预测性维护研究, National Natural Science Foundation of China (NSFC)
- [4] 管控平台二次开发与制造大数据深度集成技术, National Key Technologies R&D Program