Deep-Learning-Based Open Set Fault Diagnosis by Extreme Value Theory.
Xiaolei YuZhibin ZhaoXingwu ZhangQiyang ZhangYilong LiuChuang SunXuefeng ChenPublished in: IEEE Trans. Ind. Informatics (2022)
Keyphrases
- deep learning
- fault diagnosis
- extreme value theory
- expert systems
- neural network
- unsupervised learning
- fault detection
- bp neural network
- fault detection and diagnosis
- machine learning
- operating conditions
- fuzzy logic
- analog circuits
- electronic equipment
- unsupervised feature learning
- condition monitoring
- multiple faults
- monitoring and fault diagnosis
- mental models
- weakly supervised
- rbf neural network
- chemical process
- power transformers
- rotating machinery
- gas turbine
- power plant
- knowledge base
- artificial neural networks
- feature selection
- natural images