Statistical Analysis for Multiple Non-Linear Knock Factors in Internal Combustion Engine

In this study, we will address the problem of knocking in internal combustion engines, and some of the factors affecting the knocking, through the study of the power of the effect of each factor after finding a model representing the relationship between the factors. We found Curve fitting model from data that has been obtained through the engine test (1.3L Campro, modified to turbocharger, 4-cylinder, MPI). This model has been evaluated statistically after finding the parameters that intervened in the construction of that model.

[1]  J. Durbin,et al.  Testing for serial correlation in least squares regression. I. , 1950, Biometrika.

[2]  F. Mosteller,et al.  The Pre-Election Polls of 1948. , 1950 .

[3]  J. Neumann.  Distribution of the Ratio of the Mean Square Successive Difference to the Variance , 1941 .

[4]  Alok Bhargava,et al.  Testing Residuals from Least Squares Regression for Being Generated by the Gaussian Random Walk , 1983 .

[5]  Josef Kittler,et al.  Pattern recognition : a statistical approach , 1982 .

[7]  H. Akaike.  A new look at the statistical model identification , 1974 .

[8]  Yixu Song,et al.  A method for data stream processing based on curve fitting , 2010, 2010 2nd International Conference on Signal Processing Systems.

[9]  J. Durbin,et al.  Testing for serial correlation in least squares regression. II. , 1950, Biometrika.

[10]  M. B. Jain,et al.  Curve fitting and regression line method based seasonal short term load forecasting , 2012, 2012 World Congress on Information and Communication Technologies.

[11]  Naziha Ahmad Azli,et al.  Curve fitting technique for optimal pulsewidth modulation (PWM) online control of a voltage source inverter (VSI) , 2000, 2000 TENCON Proceedings. Intelligent Systems and Technologies for the New Millennium (Cat. No.00CH37119).

[12]  H. Andrei,et al.  Curve fitting method for modeling and analysis of photovoltaic cells characteristics , 2012, Proceedings of 2012 IEEE International Conference on Automation, Quality and Testing, Robotics.

[13]  Ron Kohavi,et al.  A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection , 1995, IJCAI.