Developing D-Optimum Experimental Conditions for Model-based Fault Detection Systems

Author:	Witczak Marcin, University of Zielona Gora, Poland
Topic:	6.4 Safeprocess
Session:	Fault Diagnosis and Fault Tolerant Control: Theory
Keywords:	parameter estimation, non-linear systems, experimental design, faultdiagnosis, fault detection

Abstract

The main objective of this paper is to show an importance of developingsuitable experimental conditions while designing and utilizing model-based faultdetection systems. In particular, the paper shows the possibilities of exploitingthe theory of optimum experimental design in parameter-estimation-based faultdetection schemes. More precisely, a novel scheme for measuring and diagnosingan impedance is proposed