A closed-form solution to fault parameter estimation and faulty phase identification of stator winding inter-turn fault in induction machines.
Viet Hung NguyenDanwei WangAbhisek UkilSivakumar NadarajanViswanathan VaiyapuriChandana JayampathiPublished in: IECON (2015)
Keyphrases
- parameter estimation
- fault detection
- fault diagnosis
- multiple faults
- maximum likelihood
- fault model
- statistical models
- least squares
- model selection
- markov random field
- em algorithm
- random fields
- fuzzy logic
- parameter values
- normal operation
- maximum likelihood estimation
- repair actions
- parameters estimation
- estimation problems
- model fitting
- approximate inference
- posterior distribution
- expectation maximization
- parameter estimation algorithm
- higher order
- closed form solutions
- parameter estimates
- pairwise
- expert systems
- machine learning