Title :
Design of fuzzy observer for a three tank system
Author :
Senthil, R. ; Prakash, J.
Author_Institution :
Department of Instrumentation Engineering, Madras Institute of Technology, Anna University, Chennai-44
Abstract :
In this paper, the authors have presented an approach for designing a non-linear observer to estimate the states of a noisy dynamic system (Three-tank system). The three tank system is regarded as a valuable experimental setup for investigating nonlinear multivariable feedback control as well as fault diagnosis. The authors make use of kalman filter theory to design a state estimator for noisy discrete time Takagi-Sugeno (T-S) fuzzy models. The effectiveness of the proposed state estimator has been demonstrated on a three-tank system.
Keywords :
Fuzzy observer; Kalman filter; Non-linear state estimation; Chemical processes; Continuous-stirred tank reactor; Fault diagnosis; Feedback control; Fuzzy systems; Inductors; Nonlinear dynamical systems; Observers; State estimation; Takagi-Sugeno model; Fuzzy observer; Kalman filter; Non-linear state estimation;
Conference_Titel :
INDICON, 2005 Annual IEEE
Print_ISBN :
0-7803-9503-4
DOI :
10.1109/INDCON.2005.1590129