Stephan Winkler, Markus Hirsch, Michael Affenzeller, Luigi del Re, Stefan Wagner,
"Virtual Sensors for Emissions of a Diesel Engine Produced by Evolutionary System Identification"
: Computer Aided Systems Theory -EUROCAST 2009, Springer-Verlag Berlin Heidelberg, Seite(n) 657-664, 2009, ISBN: 978-3-642-04771-8
Original Titel:
Virtual Sensors for Emissions of a Diesel Engine Produced by Evolutionary System Identification
Sprache des Titels:
Englisch
Original Buchtitel:
Computer Aided Systems Theory -EUROCAST 2009
Original Kurzfassung:
In this paper we discuss the generation of models for emissions of a Diesel engine, produced by genetic programming based evolutionary system identification: Models for the formation of NOx and particulate matter emissions are identified and analyzed. We compare these models to models designed by experts applying variables section and the identification of local polynomial models; analyzing the results summarized in the empirical part of this paper we see that the use of enhanced genetic programming yields models for emissions that are valid not only in certain parts of the parameter space but can be used as global virtual sensors.
Sprache der Kurzfassung:
Englisch
Veröffentlicher:
Springer-Verlag Berlin Heidelberg
Seitenreferenz:
657-664
Erscheinungsjahr:
2009
ISBN:
978-3-642-04771-8
Anzahl der Seiten:
8
Notiz zur Publikation:
Lecture Notes in Computer Science. R. Moreno-Diaz et al. (Eds.): Computer Aided Systems Theory -EUROCAST 2009, LNCS 5717