Virtual Sensors for Emissions of a Diesel Engine Produced by Evolutionary System Identification

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@InProceedings{1068,
  author =       "Stephan M. Winkler and Markus Hirsch and 
                 Michael Affenzeller and Luigi {del Re} and Stefan Wagner",
  title =        "Virtual Sensors for Emissions of a Diesel Engine
                 Produced by Evolutionary System Identification",
  booktitle =    "Proceedings of International Conference Computer Aided
                 Systems Theory, EUROCAST 2009",
  year =         "2009",
  editor =       "Roberto Moreno-Diaz and Franz Pichler and 
                 Alexis Quesada-Arencibia",
  volume =       "5717",
  series =       "Lecture Notes in Computer Science",
  pages =        "657--664",
  address =      "Las Palmas, Spain",
  month =        feb,
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-642-04772-5",
  URL =          "https://link.springer.com/chapter/10.1007/978-3-642-04772-5_85",
  DOI =          "doi:10.1007/978-3-642-04772-5_85",
  abstract =     "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 analysed. We compare these
                 models to models designed by experts applying variables
                 section and the identification of local polynomial
                 models; analysing 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.",
}

Genetic Programming entries for Stephan M Winkler Markus Hirsch Michael Affenzeller Luigi del Re Stefan Wagner

Citations