A novel design of high-sensitive fuzzy PID controller

- A hybrid model is designed by combining the GA, RBF-NN and Sugeno fuzzy logic approaches.
- Our simulation provides high sensitive response (∼0.005 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, τe).
- 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.