Title :
Design of a hybrid fuzzy logic proportional plus conventional integral-derivative controller
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
fDate :
11/1/1998 12:00:00 AM
Abstract :
Presents approaches to the design of a hybrid fuzzy logic proportional plus conventional integral-derivative (fuzzy P+ID) controller in an incremental form. This controller is constructed by using an incremental fuzzy logic controller in place of the proportional term in a conventional PID controller, By using the bounded-input/bounded-output “small gain theorem”, the sufficient condition for stability of this controller is derived. Based on the condition, we modify the Ziegler and Nichols´ approach to design the fuzzy P+ID controller. In this case, the stability of a system remains unchanged after the PID controller is replaced by the fuzzy P+ID controller without modifying the original controller parameters. When a plant can be described by any modeling method, the fuzzy P+ID controller can be determined by an optimization technique. Finally, this controller is used to control a nonlinear system. Numerical simulation results demonstrate the effectiveness of the fuzzy P+ID controller in comparison with the conventional PID controller, especially when the controlled object operates under uncertainty or in the presence of a disturbance
Keywords :
control system synthesis; fuzzy control; nonlinear control systems; optimisation; stability; three-term control; bounded-input/bounded-output small gain theorem; fuzzy P+ID controller; hybrid fuzzy logic proportional plus conventional integral-derivative controller; incremental fuzzy logic controller; nonlinear system; optimization technique; sufficient stability condition; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Nonlinear control systems; Pi control; Proportional control; Stability; Sufficient conditions; Three-term control;
Journal_Title :
Fuzzy Systems, IEEE Transactions on