Title :
Decoupled fuzzy PI Controller Tuning Scheme for Multivariable Processes
Author :
Harianth, Eranda ; Mann, George K.
Author_Institution :
Memorial Univ. of Newfoundland, St. John´´s
Abstract :
This paper proposes a fuzzy PI tuning scheme for multivariable process system where the process consists interactions among loops. First, a static decoupler is implemented and each loop is assigned with a fuzzy PI controller. Two types of FPI configurations are considered. FPI tuning is formulated using two-level tuning principle shown in [1]. The low-level tuning is accomplished using a novel linear tuning scheme, where as high-level tuning is achieved while changing rule base parameters in the fuzzy output. A nonlinearity tuning diagram is developed for nonlinear tuning. The proposed design method is less complex and can be applied for any n x n MIMO system. The performance of the proposed controller is evaluated using control simulations.
Keywords :
MIMO systems; PI control; control nonlinearities; control system synthesis; fuzzy control; multivariable control systems; process control; MIMO system; decoupled fuzzy PI controller tuning scheme; high-level tuning; linear tuning scheme; low-level tuning; multiinput multioutput system; multivariable process system; static decoupler; Control systems; Fuzzy control; Fuzzy systems; MIMO; Optimal control; PD control; Pi control; Proportional control; Three-term control; Zinc;
Conference_Titel :
Fuzzy Systems, 2006 IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9488-7
DOI :
10.1109/FUZZY.2006.1681983