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Applications of machine learning to machine fault diagnosis: A review and roadmap
Yaguo Lei, Bin Yang, Xinwei Jiang, Feng Jia, Naipeng Li, Asoke Kumar Nandi
Xi'an Jiaotong University Brunel University of London
来源Mechanical Systems and Signal Processing
年份2020
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学术脉络
学科主题
工程Machine Fault Diagnosis Techniques
Fault Detection and Control Systems · Reliability and Maintenance Optimization
参考文献 443
An expert system for engine fault diagnosis: development and application
被引 56Hirpa L. Gelgele, Kesheng Wang · Journal of Intelligent Manufacturing · 1998
Probabilistic Graphical Models: Principles and Techniques - Adaptive Computation and Machine Learning
被引 6,653Daphne Koller, Nir Friedman · 2009
Improved automated diagnosis of misfire in internal combustion engines based on simulation models
被引 68Jian Chen, Robert Bond Randall · Mechanical Systems and Signal Processing · 2015
此处列出前 3 条
引用本文 3,078
A perspective survey on deep transfer learning for fault diagnosis in industrial scenarios: Theories, applications and challenges
被引 837Weihua Li, Ruyi Huang, Jipu Li · Mechanical Systems and Signal Processing · 2021
A review of the application of deep learning in intelligent fault diagnosis of rotating machinery
被引 760Zhiqin Zhu, Yangbo Lei, Guanqiu Qi · Measurement · 2022
Deep learning algorithms for rotating machinery intelligent diagnosis: An open source benchmark study
被引 703Zhibin Zhao, Tianfu Li, Jingyao Wu · ISA Transactions · 2020
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