Fault detection and diagnosis of permanent-magnet DC motor based on parameter estimation and neural network.
Xiang-Qun LiuHong-Yue ZhangJun LiuJing YangPublished in: IEEE Trans. Ind. Electron. (2000)
Keyphrases
- parameter estimation
- dc motor
- fault detection and diagnosis
- fault diagnosis
- operating conditions
- permanent magnet
- neural network
- control system
- maximum likelihood
- fault detection
- bp neural network
- least squares
- fuzzy logic
- model selection
- parameter values
- closed loop
- mobile robot
- em algorithm
- induction motor
- fuzzy logic controller
- expert systems
- magnetic field
- markov random field
- matlab simulink
- artificial neural networks
- rbf neural network
- expectation maximization
- pid controller
- global optimization
- back propagation
- control scheme
- genetic algorithm
- particle swarm optimization
- control strategy
- neural network model
- decision making
- probabilistic model