Title :
Intelligent controller design for nonlinear interconnected systems
Author :
Koo, Genu Bum ; Park, Jin Bae ; Joo, Young Hoon
Author_Institution :
Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
Abstract :
In this paper, a intelligent digital controller is proposed for the nonlinear interconnected systems which are represented by a Takagi-Sugeno (T-S) fuzzy model. For development of the digital controller, it uses a intelligent digital redesign (IDR) method which finds the digital control gain to minimize the norm between the state variables of the analog and digital closed-loop systems. Also, the sufficient stabilization condition of the digital closed-loop system is derived in terms of linear matrix inequalities (LMIs). Finally, a numerical example is provided to verify the effectiveness of the porposed technique.
Keywords :
closed loop systems; control system synthesis; digital control; intelligent control; interconnected systems; linear matrix inequalities; nonlinear control systems; Takagi-Sugeno fuzzy model; analog closed loop system; digital closed loop system; digital control gain; intelligent digital controller design; intelligent digital redesign method; linear matrix inequality; nonlinear interconnected system; stabilization condition; state variables; Artificial intelligence; Biological system modeling; Control systems; Fuzzy systems; Interconnected systems; Linear matrix inequalities; Symmetric matrices; Nonlinear interconnected systems; Takagi-Sugeno (T-S) fuzzy systems; decentralized control; intelligent digital redesign; linear matrix inequality;
Conference_Titel :
Control Automation and Systems (ICCAS), 2010 International Conference on
Conference_Location :
Gyeonggi-do
Print_ISBN :
978-1-4244-7453-0
Electronic_ISBN :
978-89-93215-02-1