Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6905821 | Applied Soft Computing | 2014 | 12 Pages |
Abstract
- A hybrid model is designed by combining the GA, RBF-NN and Sugeno fuzzy logic approaches.
- Our simulation provides high sensitive response (â¼0.005Â s) of an AVR system compared to the RGA, LQR method and GA.
- The RBF-NN is used to enhance the PID parameters obtained from GA to design Sugeno fuzzy PID controller tuned by excitation parameter (Ke, Ïe).
- The GNFPID controller possess preferable features such as easy implementation, stable convergence characteristic, good computational efficiency and high-quality solution that keeps the system-error closer to zero.
Related Topics
Physical Sciences and Engineering
Computer Science
Computer Science Applications
Authors
Abdullah J.H. Al Gizi, M.W. Mustafa, Hamid H. Jebur,