Statistical fault detection in a certain class of nonlinear systems with nuisance parameters

Abstract : Fault detection is addressed within statistical framework in a certain class of nonlinear systems with nuisance parameters. The corresponding inference problem is stated. Particular emphasis is put on leading with nuisance parameters by using a linearization of the nonlinear mapping of the nuisance parameter into the observation vector.