Title :
Automatic TS-model representation of analytic differential equations for Tanaka´s LMI based control design
Author :
Baranyi, Péter ; Tikk, Domonkos ; Patton, Ron J. ; Michelberger, PAl
Author_Institution :
Dept. Telecommun. & Telematic, Budapest Univ. of Technol. & Econ., Hungary
Abstract :
We propose a HOSVD (Higher Order Singular Value Decomposition) based approach to LMI based control design and stability analysis techniques. The proposed method deals with the analytic differential equations of dynamic models and automatically finds their TS model representation. As a subsequent advantage, it optimizes the complexity of the resulted TS model with respect to approximation accuracy. As an example a detailed control design is given.
Keywords :
control system synthesis; differential equations; linear matrix inequalities; singular value decomposition; stability; HOSVD; Higher Order Singular Value Decomposition; LMI based control design; analytic differential equations; automatic TS-model representation; control design; dynamic models; stability analysis techniques; Control design; Control system synthesis; Control systems; Design methodology; Design optimization; Differential equations; Intelligent systems; Power generation economics; Stability; Telematics;
Conference_Titel :
Systems, Man and Cybernetics, 2002 IEEE International Conference on
Print_ISBN :
0-7803-7437-1
DOI :
10.1109/ICSMC.2002.1176348