Abstract
In recent years the number of vehicles using the roads all over the world has been constantly increasing. A continuous progress in the field of new technologies causes that they become cheaper and cheaper to manufacture and at the same time more accessible. In order to balance the positive and negative effects of motorisation development, world organisations introduce stricter and stricter regulations concerning the safety and the natural environment protection. Each car produced now is equipped with an on-board diagnostic system OBD. Such systems serve to assess the efficiency of the basic elements in a vehicle. The article attempts to determine the lacks of tightness in the inlet system of the internal combustion engine on the basis of vibration effects emitted by the engine. On the basis of a model prepared with the use of Wigner-Ville transform a series of experiments has been conducted to achieve a design of a properly functioning neural classifier which may extend the operation of an OBD system.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Czech, P., Łazarz, B., Wojnar, G.: Detection of local defects of gear teeth using artificial neural networks and genetic algorithms. ITE, Radom (2007)
Grega, R., Krajňák, J., Kaššay, P.: Impact of pneumatic flexible coupling on effective vibration value within the mechanical systems. Transactions of the Universities of Košice 3 (2009)
Heywood, J.B.: Internal combustion engines fundamentals. McGraw Hill Inc. (1988)
Homišin, J.: Tuning methods of mechanical systems by means of torsional oscillation tuner application. Pneumatyka 61(6) (2006)
Kneba, Z., Makowski, S.: Power supply and steering of the engines. WKiŁ, Warsaw (2004)
Madej, H.: Diagnosing the mechanical defects in internal combustion engines masked by electronic steering devices. ITeE, Radom (2009)
Merkisz, J., Mazurek, S.: On-board diagnostics OBD in an automotive context. WKŁ, Warsaw (2007)
Mikulski, J.: The Possibility of Using Telematics in Urban Transportation. In: Mikulski, J. (ed.) TST 2011. CCIS, vol. 239, pp. 54–69. Springer, Heidelberg (2011)
Młyńczak, J.: Analysis of Intelligent Transport Systems (ITS) in Public Transport of Upper Silesia. In: Mikulski, J. (ed.) TST 2011. CCIS, vol. 239, pp. 164–171. Springer, Heidelberg (2011)
Osowski, S.: Neural networks for information processing. House of University of Technology in Warsaw (2000)
Tadeusiewicz, R., Lula, P.: Introduction to neural networks. StatSoft, Cracow (2001)
Wajand, J.A.: Piston internal combustion engines of average rotational speed and high-speed. WNT, Warsaw (2005)
Wendeker, M.: Steering of ignition in car engine. On-board diagnostic systems of car vehicles. Lublin (1999)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Czech, P. (2012). Identification of Leakages in the Inlet System of an Internal Combustion Engine with the Use of Wigner-Ville Transform and RBF Neural Networks. In: Mikulski, J. (eds) Telematics in the Transport Environment. TST 2012. Communications in Computer and Information Science, vol 329. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-34050-5_47
Download citation
DOI: https://doi.org/10.1007/978-3-642-34050-5_47
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-34049-9
Online ISBN: 978-3-642-34050-5
eBook Packages: Computer ScienceComputer Science (R0)