SASLN: Signals Augmented Self-Taught Learning Networks for Mechanical Fault Diagnosis Under Small Sample Condition.
Tianci ZhangJinglong ChenJingsong XieTongyang PanPublished in: IEEE Trans. Instrum. Meas. (2021)
Keyphrases
- fault diagnosis
- small sample
- learning process
- learning algorithm
- active learning
- neural network
- chemical process
- analog circuits
- reinforcement learning
- expert systems
- fault detection
- multiple faults
- operating conditions
- dimensionality reduction
- supervised learning
- feature extraction
- knowledge base
- artificial intelligence