Optimal statistical fault detection with nuisance parameters

Mitra Fouladirad (1) , Igor V. Nikiforov (1)

1 LM2S - Laboratoire Modélisation et Sûreté des Systèmes

Fault detection is addressed within a statistical framework. The corresponding inference problem is stated. Particular emphasis is put on dealing with nuisance parameters. A statistical tool for solving this inference problem is described. An example illustrates the proposed method.

Domains: Computer Science [cs]; Performance [cs.PF]; Mathematics [math]; Optimization and Control [math.OC]

Mitra Fouladirad, Igor V. Nikiforov. Optimal statistical fault detection with nuisance parameters. 2003 American Control Conference, Jun 2003, Denver, United States. pp.2997-3002, ⟨10.1109/ACC.2003.1243781⟩. ⟨hal-02356471⟩