Back to Search
Start Over
An adaptive speed control for induction motor drive using fuzzy neural network based on fuzzy hierarchy error approach
- Source :
- IEEE International Electric Machines and Drives Conference. IEMDC'99. Proceedings (Cat. No.99EX272).
- Publication Year :
- 2003
- Publisher :
- IEEE, 2003.
-
Abstract
- A model reference adaptive speed control structure for an induction motor drive with the fuzzy neural network is proposed. The fuzzy neural network is composed of an antecedent network and a consequent network. A concise and fast-speed algorithm called the fuzzy hierarchy error approach (FHEA) is employed. Simulation results demonstrate that this kind of neural fuzzy controller is effective in tracking as well as the regulation speed control for an induction motor drive.
- Subjects :
- Adaptive neuro fuzzy inference system
Engineering
Artificial neural network
Neuro-fuzzy
business.industry
Time delay neural network
Control engineering
Fuzzy control system
Fuzzy logic
ComputingMethodologies_PATTERNRECOGNITION
Control theory
ComputingMethodologies_GENERAL
business
Induction motor
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- IEEE International Electric Machines and Drives Conference. IEMDC'99. Proceedings (Cat. No.99EX272)
- Accession number :
- edsair.doi...........ad24b07a4b1b12978b6a882a199bbaa5
- Full Text :
- https://doi.org/10.1109/iemdc.1999.769093