DEVELOPMENT OF AN EXPERT SYSTEM FOR AIRCRAFT FAILURES CAUSES, PREDICTIONS, AND REMEDIES
Keywords:
Expert System, Aircrafts, Aviation, Aircraft Faults, Diagnosing Aircraft, Reme- Dies, Aircraft Solutions, Repair And Remedies, Artificial Intelligence, Modeling, Prediction, Maintenance, Aircraft Maintenance, GUI, C++Abstract
Aircraft need to be constantly maintained, repaired, and upgraded to ensure smooth operations and sustain the pavements in an adequate condition. Early detection of failures or faults and frequent maintenance in an aircraft system will prevent aircraft failures and ensure safety. Hence, there is a need to integrate advance technology system into the maintenance of aircrafts. This article thereby provides and develops an expert system that predicts failures, causes of failures, and provide remedies for failures in aircrafts. In the study, probability tree was used to predict faults in selected aircrafts (Boeing Aircraft (Year: 2016), and Airbus (year: 2014) Model (BX2V3)) and diagnosed with the developed expert system, modelled with C++ programming Language to detect aircraft faults and provide remedies for various diagnosed faults.
References
Ho, G. T., Tang, Y. M., Tsang, K. Y., Tang, V., and Chau, K. Y., “A blockchain-based system to enhance aircraft parts traceability and trackability for inventory management,” Expert Systems with Applications, Vol. 179, 2021, p. 115101.
Liu, C., Sun, J., Wang, F., Ning, S., and Xu, G., “Bayesian network method for fault diagnosis of civil aircraft environment control system,” Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, Vol. 234, No. 5, 2020, pp. 662–674.
Drury, C. G., “Designing ergonomics studies and experiments,” Evaluation of Human Work: a Practical Ergonomics Methodology. London, Taylor & Francis, 1990, pp. 101–129.
Latorella, K., Gramopadhye, A., Prabhu, P., Drury, C., Smith, M., and Shanahan, D., “Computer-simulated aircraft inspection tasks for off-line experimentation,” Proceedings of the Human Factors Society Annual Meeting, Vol. 36, SAGE Publications Sage CA: Los Angeles, CA, 1992, pp. 92–96.
Abu Ghali, M. J., Mukhaimer, M. N., Abu Yousef, M. K., and Abu-Naser, S. S., “Expert system for problems of teeth and gums,” 2017.
Jackson, P., “Introduction to expert systems,” 1986.
Maylawati, D., Darmalaksana, W., and Ramdhani, M. A., “Systematic design of expert system using unified modelling language,”
IOP Conference Series: Materials Science and Engineering, Vol. 288, IOP Publishing, 2018, p. 012047.
Schneider, F., Bruegge, B., and Berenbach, B., “The unified requirements modeling language: Shifting the focus to early requirements elicitation,” 2013 3rd International Workshop on Comparing Requirements Modeling Approaches (CMA@ RE), IEEE, 2013, pp. 31–36.
Fitsilis, P., Gerogiannis, V. C., and Anthopoulos, L., “Role of unified modelling language in software development in Greece–results from an exploratory study,” IET software, Vol. 8, No. 4, 2014, pp. 143–153.
Kundu, D., Samanta, D., and Mall, R., “Automatic code generation from unified modelling language sequence diagrams,” IET Software, Vol. 7, No. 1, 2013, pp. 12–28.
Mockler, R. J., and Dologite, D. G., Knowledge-based systems: An introduction to expert systems, MacMillan, 1992.
Hayes-Roth, F., Waterman, D. A., and Lenat, D. B., Building expert systems, Addison-Wesley Longman Publishing Co., Inc., 1983.
Bobrow, D. G., Mittal, S., and Stefik, M. J., “Expert systems: perils and promise,” Communications of the ACM, Vol. 29, No. 9, 1986, pp. 880–894.
Isizoh, A., Alagbu, E., Nwosu, F., Nwoye, C., and Ogbogu, E., “Applications and analyses of expert systems in decision management,” Journal of Inventive Engineering and Technology (JIET), Vol. 1, No. 5, 2021, pp. 78–85.
Wong, B. K., and Monaco, J. A., “Expert system applications in business: a review and analysis of the literature (1977–1993),” Information & Management, Vol. 29, No. 3, 1995, pp. 141–152.
Li, D., Fu, Z., and Duan, Y., “Fish-Expert: a web-based expert system for fish disease diagnosis,” Expert systems with Applications, Vol. 23, No. 3, 2002, pp. 311–320.
Ahmad, T., and Taani, A., “An expert system for car failure diagnosis,” Proceeding of World Academy of Science, Engineering and Technology, Vol. 7, 2005, pp. 457–460.
Nabende, P., and Wanyama, T., “An expert system for diagnosing heavy-duty diesel engine faults,” Advances in computer and information sciences and engineering, Springer, 2008, pp. 384–389.
Adsavakulchai, S., Ngamdumrongkiat, N., and Chuchirdkiatskul, E., “E-Learning for Car Faulty Diagnosis,” International Journal of Information and Communication Technology, Vol. 1, No. 1, 2011.
Adsavakulchai, S., “Developing Knowledge-Based Systems: Car Failure Detection using Expert System,” School of Engineering, University of the Thai Chamber of Commerce, Thailand www. IISTE. org ISSN, 2014, pp. 2224–5758.
Boeing Aircraft Manual Guide, Boeing, 2016.
Airbus Model (BX2V3) Manual, Airbus, 2014.
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