International Science Index


An Expert System for Car Failure Diagnosis

Abstract:Car failure detection is a complicated process and requires high level of expertise. Any attempt of developing an expert system dealing with car failure detection has to overcome various difficulties. This paper describes a proposed knowledge-based system for car failure detection. The paper explains the need for an expert system and the some issues on developing knowledge-based systems, the car failure detection process and the difficulties involved in developing the system. The system structure and its components and their functions are described. The system has about 150 rules for different types of failures and causes. It can detect over 100 types of failures. The system has been tested and gave promising results.
[1] Joseph Giarratano, Gary Riley (2004). Expert Systems: Principles and Programming, Fourth Edition.
[2] Shu-Hsien Liao (2005). Expert system methodologies and applications - a decade review from 1995 to 2004, Expert Systems with Applications, 28, 93-103.
[3] Jeff Pepper (1990). An Expert System for Automotive Diagnosis in Ray Kurzweil's book, The Age of Intelligent Machines.
[4] Daoliang Lia, Zetian Fua, Yanqing Duanb (2002). Fish-Expert: a webbased expert system for fish disease diagnosis, Expert Systems with Applications, 23, 311-320.
[5] Yu Qian*, Xiuxi Li, Yanrong Jiang, Yanqin Wen (2003). An expert system for real-time failure diagnosis of complex chemical processes, Expert Systems with Applications, 24, 425-432.
[6] Deschamps, D., & Fernandes, A. M. (2000). An expert system to diagnosis periodontal disease. Proceedings of Sixth Internet World Congress for Biomedical Sciences in Ciudad Real, Spain.
[7] Guvenir, H. A., & Emeksiz, N. (2000). An expert system for the differential diagnosis of erythemato-seuamous diseases. Expert Systems with Applications, 18, 43-49.
[8] Huang, Q. M., Li, X. X., Jiang, Y. R., & Qian, Y. (2001). A fault diagnosis expert system based on fault tree analysis for lubricating dewaxing process. Computers and Applied Chemistry, 18, 129-133.
[9] Cho, H. J., & Park, J. K. (1997). An expert system for fault section diagnosis of power systems using fuzzy relations. IEEE Transactions on Power Systems, 12, 342-348.
[10] Wiig, K. M. (1994). Knowledge management, the central management focus for intelligent-acting organization. Arlington: Schema Press.
[11] Dhaliwal, J. S., & Benbasat, I. (1996). The use and effects of knowledge based system explanations: theoretical foundations and a framework for empirical evaluation. Information Systems Research, 7, 342-362.
[12] NASA, Lyndon B. Johnson Space Center, CLIPS Basic Programming Guide, 1991.
[13] Martin, Linda and Taylor, Wendy, A Booklet About CLIPS Applications, NASA, Lyndon B. Johnson Space Center, 1991.
[14] How stuff works,,
[15] Rebuilt Auto Car N' Truck Engines,,
[16] Car Engine Products in The UK's Leading Online Car Accessory Store,
[17] car: engine: combustion, on/
[18] Stone Age Corporation and,
[19] Showcars, OPEL Catalogue, http://www.showcarsbodyparts. com/opel.html
[20] Mercedes Car Parts, Mercedes Catalogues, A26, A27, A28, A28.6, http://
[21] U Kiencke and L Nielsen, Automotive Control Systems: For Engine, Driveline, and Vehicle. Berlin: Springer, 2000.
[22] Brown Franklin Lee, Lebeck A. O., 1997, Cars, Cans and Dumps, New Mexico.
[23] R Smith, H Aderson, and J E Morris (2004), Cylinders and Cycles, Physics Department, Victoria University, Wellington, New Zealand.
[24] A R Jones (2004), Combustion Physics. Imperial Collage, London, UK.
[26] AutoWord,