TFN: An Interpretable Neural Network with Time-Frequency Transform Embedded for Intelligent Fault Diagnosis.
Qian ChenXingjian DongGuowei TuDong WangBaoxuan ZhaoZhike PengPublished in: CoRR (2022)
Keyphrases
- fault diagnosis
- neural network
- industrial systems
- bp neural network
- expert systems
- fault detection
- fault detection and diagnosis
- operating conditions
- analog circuits
- gas turbine
- rbf neural network
- intelligent systems
- monitoring and fault diagnosis
- fuzzy logic
- electronic equipment
- condition monitoring
- multi sensor information fusion
- power transformers
- fault detection and isolation
- knowledge based expert systems
- genetic algorithm
- decision making
- rotating machinery
- fault identification
- wavelet transform
- failure diagnosis
- multiple faults
- artificial neural networks
- frequency domain
- multiscale
- power plant
- vibration signal
- multilayer perceptron
- tennessee eastman
- fault diagnostic
- bp algorithm