Difference between revisions of "Publications:Neural Virtual Sensors — Estimation of Combustion Quality in SI Engines using the Spark Plug"
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| − | |Name=Wickström, Nicholas | + | |Name=Wickström, Nicholas (nicholas) (0000-0002-4143-2948) (Högskolan i Halmstad (2804), Akademin för informationsteknologi (16904), Halmstad Embedded and Intelligent Systems Research (EIS) (3938));Larsson, Magnus (Mecel AB, Åmål, Sweden);Taveniku, Mikael (Chalmers University of Technology, Göteborg, Sweden);Linde, Arne (Chalmers University of Technology, Göteborg, Sweden);Svensson, Bertil (bertil) (0000-0001-6625-6533) (Högskolan i Halmstad (2804), Akademin för informationsteknologi (16904), Halmstad Embedded and Intelligent Systems Research (EIS) (3938)) (Chalmers University of Technology, Göteborg, Sweden) |
|Title=Neural Virtual Sensors — Estimation of Combustion Quality in SI Engines using the Spark Plug | |Title=Neural Virtual Sensors — Estimation of Combustion Quality in SI Engines using the Spark Plug | ||
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| Title | Neural Virtual Sensors — Estimation of Combustion Quality in SI Engines using the Spark Plug |
|---|---|
| Author | |
| Year | 1998 |
| PublicationType | Conference Paper |
| Journal | |
| HostPublication | ICANN 98 : Proceedings of the 8th International Conference on Artificial Neural Networks, Skövde, Sweden, 2-4 September 1998 |
| Conference | ICANN'98 - International Conference on Artificial Neural Networks, Skövde, Sweden, September 2-4, 1998 |
| DOI | http://dx.doi.org/10.1007/978-1-4471-1599-1_29 |
| Diva url | http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:408318 |
| Abstract | We propose two virtual sensors which estimate the location of the pressure peak and the air-fuel ratio from measurements of the ionization current across the spark plug gap. The location of pressure peak virtual sensor 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 virtual sensor uses the universal exhaust gas oxygen sensor as reference; it produces estimates that are ten times better than estimates obtained from a linear model. |
