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Uncertainty Analysis of Model Based Diesel Particulate Filter Diagnostics

Journal Article
2008-01-2648
ISSN: 1946-391X, e-ISSN: 1946-3928
Published October 07, 2008 by SAE International in United States
Uncertainty Analysis of Model Based Diesel Particulate Filter Diagnostics
Citation: van Nieuwstadt, M. and Brahma, A., "Uncertainty Analysis of Model Based Diesel Particulate Filter Diagnostics," SAE Int. J. Commer. Veh. 1(1):356-362, 2009, https://doi.org/10.4271/2008-01-2648.
Language: English

Abstract:

This paper analyzes the potential benefit of a model based DPF leakage monitor over a conventional DPF leakage monitor that checks pressure drop after a complete regeneration. We analyze the most important noise factors involved in both approaches and demonstrate that the model based leakage monitor does not improve on the conventional leakage monitor in accuracy. It does improve on completion frequency, but at the expense of a great modeling effort.