Neural-Network Vector Controller for Permanent-Magnet Synchronous Motor Drives: Simulated and Hardware-Validated Results.
Shuhui LiHoyun WonXingang FuMichael FairbankDonald C. WunschEduardo AlonsoPublished in: IEEE Trans. Cybern. (2020)
Keyphrases
- permanent magnet synchronous
- neural network
- real time
- brushless dc
- adaptive neural
- low cost
- control system
- adaptive fuzzy
- hardware and software
- matlab simulation
- neural network controller
- hardware implementation
- feature vectors
- car racing
- gradient vector
- induction motor
- control scheme
- fuzzy logic
- bp neural network
- neural network model
- back propagation
- micro controller
- lyapunov function
- feed forward
- matlab simulink
- artificial neural networks
- closed loop
- fuzzy logic control
- optimal control
- control algorithm
- permanent magnet
- computer systems
- control method
- recurrent neural networks
- single neuron
- radial basis function
- control signals
- pid controller
- activation function
- nonlinear systems
- fault diagnosis
- control architecture
- proportional integral derivative
- embedded systems
- feed forward neural networks