DocumentCode
3118083
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
fYear
2011
fDate
27-30 June 2011
Firstpage
635
Lastpage
642
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
Conference_Location
Taipei
ISSN
1098-7584
Print_ISBN
978-1-4244-7315-1
Electronic_ISBN
1098-7584
Type
conf
DOI
10.1109/FUZZY.2011.6007394
Filename
6007394
Link To Document