A new rotating machinery fault diagnosis method based on the Time Series Transformer.
Yuhong JinLei HouYushu ChenPublished in: CoRR (2021)
Keyphrases
- rotating machinery
- fault diagnosis
- fault detection
- power transformers
- neural network
- fuzzy logic
- expert systems
- condition monitoring
- non stationary
- incipient fault
- multivariate time series
- dynamic time warping
- moving average
- stock market
- computational intelligence
- decision making
- short term
- historical data
- autoregressive
- symbolic representation
- long term
- high dimensional
- machine learning
- multidimensional time series
- database