LSTM-GAN-AE: A Promising Approach for Fault Diagnosis in Machine Health Monitoring.
Haoqiang LiuHongbo ZhaoJiayue WangShuai YuanWenquan FengPublished in: IEEE Trans. Instrum. Meas. (2022)
Keyphrases
- fault diagnosis
- health monitoring
- monitoring system
- sensor data
- expert systems
- neural network
- fault detection
- smart environments
- fuzzy logic
- chemical process
- power transformers
- power supply
- rbf neural network
- operating conditions
- monitoring and fault diagnosis
- daily life
- fault detection and diagnosis
- condition monitoring
- multiple faults
- rotating machinery
- bp neural network
- analog circuits
- electronic equipment
- gas turbine
- multi sensor information fusion
- power plant
- recurrent neural networks
- steady state
- ambient intelligence