论文信息 - Neural Virtual Sensors — Estimation of Combustion Quality in SI Engines using the Spark Plug - 字舞流文

Neural Virtual Sensors — Estimation of Combustion Quality in SI Engines using the Spark Plug

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.

Nicholas Wickström | M. Larsson | M. Taveniku | A. Linde | B. Svensson

[1] John B. Heywood,et al. Internal combustion engine fundamentals , 1988 .

[2] Martin A. Riedmiller,et al. A direct adaptive method for faster backpropagation learning: the RPROP algorithm , 1993, IEEE International Conference on Neural Networks.

[3] Neil J. Adams,et al. Automatic Control of Cylinder by Cylinder Air-Fuel Mixture Using a Proportional Exhaust Gas Sensor , 1994 .

[4] Carsten Peterson,et al. Finding the Embedding Dimension and Variable Dependencies in Time Series , 1994, Neural Computation.

[5] Jan Nytomt,et al. Ion-Gap Sense in Misfire Detection, Knock and Engine Control , 1995 .

[6] Raymond Reinmann,et al. An Ionization Equilibrium Analysis of the Spark Plug as an Ionization Sensor , 1996 .

[7] Lars Eriksson,et al. Ignition Control by Ionization Current Interpretation , 1996 .

[8] Fabian Mauss,et al. IN-CYLINDER PRESSURE MEASUREMENTS USING THE SPARK PLUG AS AN IONIZATION SENSOR , 1997 .

[9] Fabian Mauss,et al. Local Air-Fuel Ratio Measurements Using the Spark Plug as an Ionization Sensor , 1997 .

[10] Lars Eriksson,et al. Closed Loop Ignition Control by Ionization Current Interpretation , 1997 .