Title
Real time soot models for production CI engines based on pressure trace information
Date Issued
01 October 2017
Access level
metadata only access
Resource Type
journal article
Author(s)
Zhang Z.
Waschl H.
Fuerhapter R.
Universidad Johannes Kepler de Linz
Abstract
Better knowledge of the instantaneous soot and nitrogen oxides (NOx) emissions in Diesel engines would allow better choices of injection parameters and thus lead to better raw emissions than, for instance, with classical averaged measures, like smoke maps. Unfortunately, while for most regulated emissions fast measurements are possible and reasonably fast sensors are available, the same is not true for soot. Against this background, this paper proposes a real time, delay-free soot model based on the pressure trace information. The model essentially maps changes of the pressure trace into changes of the raw soot emissions. The key elements of the approach are the design of experiments, segmentation of the pressure trace and the use of the principal component analysis technique to extract the essential information. The model is based only on data; that is, it needs an initial calibration with working points measured with a standard device, such as an AVL Microsoot or Opacimeter. This paper describes the method and then shows validation results with an additional amount of pilot injection in one cylinder which confirms the delay-free soot estimation.
Start page
858
End page
868
Volume
18
Issue
8
OCDE Knowledge area
Ingeniería mecánica Mecánica aplicada
Scopus EID
2-s2.0-85029524994
Source
International Journal of Engine Research
ISSN of the container
14680874
Sponsor(s)
El autor (s) reveló haber recibido el siguiente apoyo financiero para la investigación, autoría y/o publicación de este artículo: Este trabajo ha sido financiado por la FFG bajo la subvención Bridge NATS, número de proyecto 848480.
Sources of information: Directorio de Producción Científica Scopus