Title :
The derivation of the analytical structure of a class of Interval type-2 fuzzy PD and PI controllers
Author :
Nie, Maowen ; Tan, Woei Wan
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
Analytical structure of a fuzzy logic system (FLS) is to establish its mathematical input-output relationship. In this paper, the analytical structure of a class of Interval type 2 (IT2) fuzzy PD and PI controllers are derived by dividing the input space and identifying the input-output relationship for each region. Unlike the symmetric fuzzy PD and PI controller [12] which have three different consequent sets H4 <; H3 = H2 <; H1, the IT2 fuzzy PD and PI controllers considered in this paper have four different consequent sets H4 <; H3 <; H2 <; H1. Compared with the symmetric IT2 fuzzy controllers investigated in [12], the relatively large number of divisions of the input space indicates the potential of this class of IT2 fuzzy controllers in achieving better performance. The equations describing the input output relationship for each region provide mathematical tools for further investigations of these IT2 fuzzy PD controllers.
Keywords :
PI control; fuzzy control; fuzzy set theory; three-term control; type theory; IT2 fuzzy controller; PI controller; analytical structure; consequent set; fuzzy logic system; interval type 2 fuzzy PD controller; mathematical input-output relationship; Aerospace electronics; Frequency selective surfaces; Fuzzy logic; Mathematical model; PD control; Switches; Upper bound; Interval type-2 fuzzy logic system; Karnik-Mendel type-reduction method; analytical structure; fuzzy PD and PI controller;
Conference_Titel :
Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-7315-1
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2011.6007394