DocumentCode :
1767333
Title :
Automatic loop shaping in MIMO QFT using interval consistency based optimization technique
Author :
Jeyasenthil, R. ; Purohit, Harsh ; Nataraj, P.S.V.
Author_Institution :
IDP in Syst. & Control, Indian Inst. of Technol., Bombay, Bombay, India
fYear :
2014
fDate :
1-4 June 2014
Firstpage :
75
Lastpage :
80
Abstract :
Robust Control of Muti Input Multi Output(MIMO) systems are important class of problems and their design is challenging one. This paper proposes an efficient algorithm for automatic synthesis of Quantitative Feedback Theory(QFT) based robust controllers. The proposed method uses Interval Analysis, hybrid optimization and consistency techniques. Hull consistency is used to prune the initial input domain by removing the inconsistent values which are not part of the solution. Hybrid optimization part combines interval global optimization and nonlinear local optimization methods. The proposed overall algorithm is demonstrated to design a robust MIMO QFT controller for uncertain Magnetic levitation System (ECP 750).
Keywords :
MIMO systems; control system synthesis; feedback; magnetic levitation; nonlinear programming; robust control; uncertain systems; ECP 750; MIMO systems; automatic controller synthesis; automatic loop shaping; consistency techniques; hybrid optimization techniques; interval analysis; interval consistency based optimization technique; interval global optimization method; mutiinput multioutput systems; nonlinear local optimization method; quantitative feedback theory based robust controller synthesis; robust MIMO QFT controller design; robust control; uncertain magnetic levitation system; Algorithm design and analysis; Frequency control; MIMO; Magnetic levitation; Optimization; Robustness; Vectors; Interval global Optimization; Magnetic Levitation System; Robust Control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics (ISIE), 2014 IEEE 23rd International Symposium on
Conference_Location :
Istanbul
Type :
conf
DOI :
10.1109/ISIE.2014.6864589
Filename :
6864589
Link To Document :
بازگشت