Title :
Augmented Models for Statistical Fault Isolation in Complex Dynamic Systems
Author :
Gertler, Janos ; Singer, David
Author_Institution :
Polytechnic Institute of New York, Brooklyn, N.Y.
Abstract :
The equation error approach to fault isolation implies the statistical testing of balance equation errors. In this paper, some substantial extensions to the existing methodology are proposed, including - generalized linear dynamic models - the concept of statistical isolability - the idea of and an algorithm for model augmenting - fault sensitivity analysis and filtering
Keywords :
Equations; Fault detection; Fault diagnosis; Filtering algorithms; Nonlinear filters; Process control; Robustness; Sensitivity analysis; Statistical analysis; Vectors;
Conference_Titel :
American Control Conference, 1985
Conference_Location :
Boston, MA, USA
