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