Diagnosis by parameter estimation of stator and rotor faults occurring in induction machines.
Smail BachirSlim TnaniJean-Claude TrigeassouGérard ChampenoisPublished in: IEEE Trans. Ind. Electron. (2006)
Keyphrases
- parameter estimation
- fault detection
- fault diagnosis
- fault detection and diagnosis
- induction motor
- fault identification
- maximum likelihood
- least squares
- markov random field
- model selection
- statistical models
- vibration signal
- model based diagnosis
- random fields
- condition monitoring
- em algorithm
- expert systems
- parameter estimation algorithm
- multiple faults
- closed loop
- parameter values
- maximum likelihood estimation
- neural network
- control scheme
- expectation maximization
- fed induction generator
- parameters estimation
- approximate inference
- posterior distribution
- fuzzy logic
- machine learning
- fault isolation
- parameter estimates
- model fitting
- power plant
- fault model
- control system
- position estimation
- inductive logic programming
- repair actions