An HMM-based semi-nonparametric approach for fault diagnostics in rotary electric motors.
Omid GeramifardJian-Xin XuWee-Yuan ChenPublished in: ISIE (2012)
Keyphrases
- hidden markov models
- fault diagnosis
- fault detection
- condition monitoring
- power plant
- nonparametric regression
- expert systems
- data driven
- dynamic model
- neural network
- kernel density estimation
- electric vehicles
- electrical power
- multiple faults
- change point detection
- bayesian modeling
- fault model
- high power
- dc motor
- artificial intelligence
- evolutionary algorithm
- parametric models
- information theoretic
- experimental data
- computational intelligence