Maximum-Likelihood Parameter Estimation for Current-Based Mechanical Fault Detection in Induction Motors.
Martin BlödtMarie ChabertJérémi RégnierJean FaucherPublished in: ICASSP (3) (2006)
Keyphrases
- parameter estimation
- maximum likelihood
- fault detection
- fault detection and diagnosis
- fault diagnosis
- em algorithm
- expectation maximization
- industrial processes
- induction motor
- maximum likelihood estimation
- tennessee eastman
- likelihood function
- fault identification
- parameter estimation algorithm
- parameter estimates
- robust fault detection
- parameter values
- maximum a posteriori
- model selection
- fuel cell
- power plant
- random fields
- least squares
- knowledge base
- machine learning
- data mining
- neural network
- markov random field
- pairwise
- genetic algorithm