TY - GEN
T1 - The structure analysis and design of a new self-optimizing fuzzy controller based on Nelder-Mead simplex method
AU - Lei, Yang
AU - Liu, Xiangyang
AU - Wang, Ningfei
AU - Wang, Feng
PY - 2011
Y1 - 2011
N2 - With analyzing the shortcomings in the conventional fuzzy controllers that the steady state errors and its changing rate cannot be eliminated, as well as the good dynamic characteristics and steady-state properties cannot be simultaneously obtained, a new kind of self-optimizing fuzzy controller, which utilizes Nelder-Mead simplex method to automatically optimize the quantifying factor, scaling factor and integral tuning factor is designed and implemented in MATLAB environment. The simulation results indicate that the controller has strong anti-jamming capacity and fairly good accuracy in its static and dynamic control performances.
AB - With analyzing the shortcomings in the conventional fuzzy controllers that the steady state errors and its changing rate cannot be eliminated, as well as the good dynamic characteristics and steady-state properties cannot be simultaneously obtained, a new kind of self-optimizing fuzzy controller, which utilizes Nelder-Mead simplex method to automatically optimize the quantifying factor, scaling factor and integral tuning factor is designed and implemented in MATLAB environment. The simulation results indicate that the controller has strong anti-jamming capacity and fairly good accuracy in its static and dynamic control performances.
KW - Nelder-Mead simplex method
KW - fuzzy control
KW - parameters self-optimizing
KW - simulation
UR - http://www.scopus.com/inward/record.url?scp=84863152955&partnerID=8YFLogxK
U2 - 10.1109/PEAM.2011.6135032
DO - 10.1109/PEAM.2011.6135032
M3 - Conference contribution
AN - SCOPUS:84863152955
SN - 9781424496884
T3 - PEAM 2011 - Proceedings: 2011 IEEE Power Engineering and Automation Conference
SP - 136
EP - 139
BT - PEAM 2011 - Proceedings
T2 - 2011 IEEE Power Engineering and Automation Conference, PEAM 2011
Y2 - 8 September 2011 through 9 September 2011
ER -