Piecewise affine modeling of NOx emission produced by a diesel engine

Yana Vereshchaga, Stephan Stadlbauer, Laurent Bako, Luigi Del Re

Research output: Chapter in Book/Report/Conference proceedingConference proceedingspeer-review

Abstract

Nitrogen oxides (NOx) emission control is a critical task of engine control as far as raw emissions and after treatment is concerned. Hardware NOx sensors are now available, but they still have several limitations, starting from their costs. Against this background, a lot of work inside both companies and in the academy has been done to develop virtual sensors for these emissions. In this paper, we propose a minimum-complexity model in the form of a piecewise affine model, and show that its performance is comparable to more complex models and better than conventional sensors if dynamic response is concerned.
Original languageEnglish
Title of host publicationEuropean Control Conference
Pages2000-2005
Number of pages6
DOIs
Publication statusPublished - 2013

Fields of science

  • 203 Mechanical Engineering
  • 202034 Control engineering
  • 202012 Electrical measurement technology
  • 206 Medical Engineering
  • 202027 Mechatronics
  • 202003 Automation
  • 203027 Internal combustion engines
  • 207109 Pollutant emission

JKU Focus areas

  • Mechatronics and Information Processing

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