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Estimating pressure peak position and air-fuel ratio using the ionization current and artificial neural networks
Halmstad University, School of Information Science, Computer and Electrical Engineering (IDE).ORCID iD: 0000-0002-4143-2948
Chalmers.
Chalmers.
Mecel AB.
Show others and affiliations
1997 (English)In: IEEE Conference on Intelligent Transportation Systems: proceedings, Boston Park Plaza Hotel, Boston, Massachusetts, November 9-12, 1997, Piscataway, N.J.: IEEE , 1997, 927-977 p.Conference paper, (Other academic)
Abstract [en]

We propose two artificial neural network models which use the ionization current for estimation of the position of the pressure peak and the air-fuel ratio. The pressure peak position model produces estimates on a cycle-by-cycle basis for each of the cylinders. These estimates are twice as good as estimates obtained from a linear model. The air-fuel ratio model uses the universal exhaust gas oxygen sensor as reference; it produces estimates that are ten times better than estimates obtained fi om a linear model.

Place, publisher, year, edition, pages
Piscataway, N.J.: IEEE , 1997. 927-977 p.
Keyword [en]
internal combustion engines, ionisation, neural nets, pressure measurement
National Category
Telecommunications
Identifiers
URN: urn:nbn:se:hh:diva-3799DOI: 10.1109/ITSC.1997.660605ISI: 000073357200161Scopus ID: 2-s2.0-0031385306ISBN: 0-7803-4269-0 OAI: oai:DiVA.org:hh-3799DiVA: diva2:291829
Conference
IEEE Conference on Intelligent Transportation Systems, ITSC, Boston, MA, USA, 9 -12 November, 1997
Note
©1997 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.Available from: 2010-02-03 Created: 2010-02-03 Last updated: 2016-03-09Bibliographically approved

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf