Title :
A non-linear tunable PI block for improvement of closed-loop control response
Author :
Dummermuth, Emst
Author_Institution :
Rockwell Autom., Mayfield Heights, OH, USA
Abstract :
Fuzzy logic has been used to create nonlinear transfer functions for one or more input variables. For example, an input variable e and its derivative delta e may be used in conjunction with rules and membership functions to create a non-linear PD controller. Integrating the result yields a non-linear fuzzy PI controller. Under the assumption that monotonic behavior is needed for a stable control, the nonlinear PI may be implemented much simpler and more predictable with algebraic equations. This technique allows to adjust the gain of the P and the I portions separately while maintaining conventional stable conditions
Keywords :
closed loop systems; fuzzy control; nonlinear control systems; stability; transfer functions; two-term control; algebraic equations; closed-loop control; fuzzy logic; membership functions; monotonic behavior; nonlinear PD controller; nonlinear fuzzy PI controller; nonlinear transfer functions; stable control; Automatic control; Automation; Feedback; Fuzzy control; Fuzzy logic; Input variables; Integral equations; Nonlinear equations; PD control; Transfer functions;
Conference_Titel :
Soft Computing in Industrial Applications, 2001. SMCia/01. Proceedings of the 2001 IEEE Mountain Workshop on
Conference_Location :
Blacksburg, VA
Print_ISBN :
0-7803-7154-2
DOI :
10.1109/SMCIA.2001.936738