Development of misfire detection algorithm using quantitative FDI performance analysis

A model-based misfire detection algorithm is proposed. The algorithm is able to detect misfires and identify the failing cylinder during different conditions, such as cylinder-to-cylinder variation ...

[1]  Yunsong Wang,et al.  Real-time misfire detection via sliding mode observer , 2005 .

[2]  Kyoungdoug Min,et al.  Detection of misfire and knock in spark ignition engines by wavelet transform of engine block vibration signals , 2002 .

[3]  Erik Frisk,et al.  A method for quantitative fault diagnosability analysis of stochastic linear descriptor models , 2013, Autom..

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

[5]  Trevor Hastie,et al.  The Elements of Statistical Learning , 2001 .

[6]  Sanjeev M. Naik Advanced misfire detection using adaptive signal processing , 2004 .

[7]  Fabrizio Ponti,et al.  Development of a Torsional Behavior Powertrain Model for Multiple Misfire Detection , 2008 .

[8]  Daniel Eriksson,et al.  Diagnosability analysis and FDI system design for uncertain systems , 2013 .

[9]  R. A. Leibler,et al.  On Information and Sufficiency , 1951 .

[10]  Steven X. Ding,et al.  Model-based Fault Diagnosis Techniques: Design Schemes, Algorithms, and Tools , 2008 .

[11]  Stefan Jakubek,et al.  Combustion Torque Estimation and Misfire Detection for Calibration of Combustion Engines by Parametric Kalman Filtering , 2012, IEEE Transactions on Industrial Electronics.

[12]  J. Molinar-Monterrubio,et al.  Sliding Mode Observer for Internal Combustion Engine Misfire Detection. , 2007, Electronics, Robotics and Automotive Mechanics Conference (CERMA 2007).

[13]  Andrés Melgar,et al.  Misfire and compression fault detection through the energy model , 2007 .

[14]  Uwe Kiencke Engine misfire detection , 1999 .

[15]  Christopher M. Bishop,et al.  Pattern Recognition and Machine Learning (Information Science and Statistics) , 2006 .

[16]  Stefan Schagerberg,et al.  Misfire Detection for Prechamber SI Engines Using Ion-Sensing and Rotational Speed Measurements , 2001 .

[17]  Giorgio Rizzoni,et al.  Real Time Estimation of Engine Torque for the Detection of Engine Misfires , 1994 .

[18]  Tomas McKelvey,et al.  Instantaneous Crankshaft Torque Measurements - Modeling and Validation , 2003 .

[19]  V. Sugumaran,et al.  Misfire detection in an IC engine using vibration signal and decision tree algorithms , 2014 .

[20]  Javad Mohammadpour,et al.  A survey on diagnostic methods for automotive engines , 2012, Proceedings of the 2011 American Control Conference.

[21]  Haifeng Lu,et al.  Misfire detection and re-ignition control by ion current signal feedback during cold start in two-stage direct-injection engines , 2014 .

[22]  Aamer I. Bhatti,et al.  Hybrid Model of the Gasoline Engine for Misfire Detection , 2011, IEEE Transactions on Industrial Electronics.

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

[24]  Corinna Cortes,et al.  Support-Vector Networks , 1995, Machine Learning.

[25]  Nasser M. Nasrabadi,et al.  Pattern Recognition and Machine Learning , 2006, Technometrics.

[26]  El-Adl Mohammed Aly Rabeih Torsional vibration analysis of automotive drivelines , 1997 .

[27]  Daniel Eriksson,et al.  Flywheel angular velocity model for misfire and driveline disturbance simulation , 2013 .

[28]  Matthew A. Franchek,et al.  Residual generation and statistical pattern recognition for engine misfire diagnostics , 2006 .

[29]  Giorgio Rizzoni,et al.  Event-Based Estimation of Indicated Torque for IC Engines Using Sliding Mode Observers , 1996 .

[30]  Mordecai Shelef,et al.  Twenty-five years after introduction of automotive catalysts: what next? , 2000 .

[31]  A. I. Bhatti,et al.  Misfire fault detection in SI engine using sliding mode observer , 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.