Title :
Fuzzy switched hybrid systems-modeling and identification
Author :
Palm, Rainer ; Driankov, Dimiter
Author_Institution :
Inf. & Commun., Siemens AG, Munich, Germany
Abstract :
The combination of hybrid systems and fuzzy multiple model systems is described. Further, a hierarchical identification of the resulting fuzzy switched hybrid system is outlined. The behavior of the discrete component is identified by black box fuzzy clustering and subsequent parameter identification taking into account some prior-knowledge about the discrete states. The identification of the continuous models for each discrete state is done based on local linear fuzzy models
Keywords :
fuzzy control; fuzzy systems; intelligent control; parameter estimation; pattern clustering; black box fuzzy clustering; discrete states; fuzzy multiple model systems; fuzzy switched hybrid systems; hierarchical identification; local linear fuzzy models; parameter identification; Communication switching; Communications technology; Computer science; Control system synthesis; Fuzzy control; Fuzzy systems; Nonlinear dynamical systems; Nonlinear systems; Parameter estimation; Radial basis function networks;
Conference_Titel :
Intelligent Control (ISIC), 1998. Held jointly with IEEE International Symposium on Computational Intelligence in Robotics and Automation (CIRA), Intelligent Systems and Semiotics (ISAS), Proceedings
Conference_Location :
Gaithersburg, MD
Print_ISBN :
0-7803-4423-5
DOI :
10.1109/ISIC.1998.713648