Health indicator for machine condition monitoring built in the latent space of a deep autoencoder.
Ana González-MuñizIgnacio Díaz BlancoAbel A. CuadradoDiego García-PérezPublished in: Reliab. Eng. Syst. Saf. (2022)
Keyphrases
- condition monitoring
- latent space
- vibration signal
- latent variables
- fault diagnosis
- fault detection
- low dimensional
- generative model
- gaussian process
- lower dimensional
- manifold learning
- gaussian process latent variable models
- parameter space
- transfer learning
- gaussian processes
- dimensionality reduction
- probabilistic latent semantic analysis
- artificial intelligence
- tool wear
- neural network
- distance metric
- matrix factorization
- expert systems
- image processing
- high dimensional data
- higher dimensional
- high dimensional