A framework for the reliability characteristics estimation on the experimental data

• Autorzy: Borowczyk H. , Lindstedt P. , Manerowski J.

Identyfikatory

DOI

10.5604/12314005.1216402

• Języki publikacji: EN

Abstrakty

EN

This paper presents a framework for the reliability characteristics estimation on the experimental data. The framework consists of the set of failures, the experimental data sources, the set of reliability characteristics, the estimation methods, the estimation goodness tests and the expert system supporting estimation and statistical inference processes. The experimental data was obtained with two main theoretical means: control theory and diagnostics. It has been observed that changes of the functioning condition potential could serve to determine the symptoms of transient (momentary) failures and the changes in the potential of the technical condition to determine the symptoms of parametric faults. Such an information is sufficient to calculate reliability characteristics before dangerous catastrophic failures occur and to calculate reliability characteristics for single object without having to deal with a numerous set of objects. The set of reliability characteristics models consists of the analysed failures combination and distribution functions used in the reliability engineering. The set of estimation methods includes analytical and numerical ones. The proposed expert system supporting estimation and statistical inference processes consists of data base (the experimental data), rule base and inferring machine.

Słowa kluczowe

EN

reliability; experimental data; framework; expert system

• Wydawca: Łukasiewicz Research Network - Institute of Aviation ; European Science Society of Powertrain and Transport KONES Poland ; Wydawnictwo Instytutu Technicznego Wojsk Lotniczych
• Czasopismo: Journal of KONES
• Rocznik: 2016
• Tom: Vol. 23, No. 3
• Strony: 57--63
• Opis fizyczny: Bibliogr. 17 poz.

Twórcy

autor

Borowczyk H.

• Air Force Institute of Technology Ks. Boleslawa Street 6, 01-494 Warsaw, Poland tel.: [phone], fax: [phone]

autor

Lindstedt P.

• Air Force Institute of Technology Ks. Boleslawa Street 6, 01-494 Warsaw, Poland tel.: [phone], fax: [phone]

autor

Manerowski J.

• Air Force Institute of Technology Ks. Boleslawa Street 6, 01-494 Warsaw, Poland tel.: [phone], fax: [phone]

Bibliografia

• [1] Ayers, M. L., Telecommunications System Reliability Engineering, Theory and Practice, Institute of Electrical and Electronics Engineers, Inc., Published by John Wiley & Sons, Inc., 2012.
• [2] Bauer, E., Design for reliability: information and computer-based systems, Institute of Electrical and Electronics Engineers, 2010.
• [3] Bobrowski, D., Modele i metody matematyczne w teorii niezawodności, WNT, Warszawa 1985.
• [4] Borowczyk, H., Lindstedt, P., Manerowski, J., Premises for a practical computer-aided parametric method of evaluation of the technical object reliability, Journal of KONES Powertrain and Transport, Vol. 16, No. 2, 2009.
• [5] Borowczyk, H., Lindstedt, P., Przesłanki sterowania procesem eksploatacji układu łożyskowania silnika turbinowego na podstawie kompleksowej informacji diagnostycznej, Diagnostyka, 1(45), 2008.
• [6] Fidelis, E., Firkowicz, S., Grzesiak, K., Kołodziejski, J., Wiśniewski, K., Matematyczne podstawy oceny niezawodności, PWN, Warszawa 1966.
• [7] Lindstedt, P., Sudakowski, T., Method of Prediction of Reliability characteristics of Pumping Station on the base of Diagnostic Information, Journal of KONBiN, Vol. 11, No. 2(5), pp. 202-222, Warsaw 2008.
• [8] Lindstedt, P., Sudakowski, T., Possibilities of Assessment of Reliability of an Antropotechnical System, Journal of Vibroengineering, Vol. 9, Is. 4, Vilnius 2007.
• [9] Lindstedt, P., Reliability and its Relation to Regulation and Diagnostics in the Machinery Exploitation Systems.
• [10] Lindstedt, P., The method of complex Worthiness Assessment of an Engineering Object in the process of its Use and Service, Solid State Phenomena, Trans. Tech. Publications, Vol. 141, pp. 45-52, Switzerland 2009.
• [11] Manerowski, J., Estymacja parametrów rozkładu Weibulla – procedura w języku Fortran.
• [12] Michalik, K., PC-Shell Szkieletowy system ekspertowy, AITECH, Katowice 2006.
• [13] Oprzędkiewicz, J., Stolarski B., Komputerowe monitorowanie niezawodności samochodów, PWN, Warszawa 2000.
• [14] PN-87/N-04030.
• [15] Pukite, P., Pukite, J., Modelling for reliability analysis: Markov modelling for reliability, maintainability, safety and supportability analyses of complex systems, Institute of Electrical and Electronics Engineers, Inc., 1998.
• [16] Sotskow, B. S., Niezawodność elementów i urządzeń automatyki, WNT, Warszawa 1973.
• [17] Verma, A. K., et al., Reliability and Safety Engineering, Springer-Verlag, London 2016.

Uwagi

PL

Opracowanie ze środków MNiSW w ramach umowy 812/P-DUN/2016 na działalność upowszechniającą naukę.