Mixed-Data Multi-Modelling for Fault Detection and Isolation

Abstract

This paper contributes to a solution of the complexity aspect of FDI. It proposes a quasiBayesian estimation algorithm [8] that combats the "curse of dimensionality" connected with use of the multiple-model approach to FDI [4, 3]. It stems from the fact that the likelihood function needed for parameter estimation is a product of sums of functions of parameters, Consequently, it contains exactly unmanageable number of term