Application of Manifold Learning to Machinery Fault Diagnosis.
Jiangping WangTengfei DuanLujuan LeiPublished in: Intelligent Information Processing (2016)
Keyphrases
- fault diagnosis
- manifold learning
- steam turbine
- soft computing methods
- electrical power systems
- neural network
- expert systems
- fuzzy logic
- operating conditions
- fault detection
- high dimensional
- dimension reduction
- multiple faults
- low dimensional
- fault detection and diagnosis
- chemical process
- monitoring and fault diagnosis
- analog circuits
- nonlinear dimensionality reduction
- high dimensional data
- dimensionality reduction
- condition monitoring
- gas turbine
- semi supervised
- rotating machinery
- feature extraction
- decision making
- low dimensional manifolds
- sparse representation
- similarity measure