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Operation and reliability optimization of complex technical systems

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
Modelling and prediction of the operation and reliability of technical multistate ageing systems related to their operation processes called complex systems are briefly presented and applied to prediction of the operation processes and reliability characteristics of an exemplary complex non-homogeneous system composed of a series-parallel and a series-“m out of l” subsystems linked in series, changing its reliability structure and its components reliability parameters at variable operation conditions. Further, the linear programming is proposed to the operation and reliability optimization of complex technical systems operating at variable operation conditions. The method consists in determining the optimal values of limit transient probabilities at the system operation states that maximize the system lifetimes in the reliability state subsets. The proposed method is practically applied to the operation and reliability optimization of the considered exemplary complex system.
Rocznik
Strony
91--106
Opis fizyczny
Bibliogr. 32 poz., wykr.
Twórcy
  • Maritime University, Gdynia, Poland
  • Maritime University, Gdynia, Poland
Bibliografia
  • [1] Ferreira, F. & Pacheco, A. (2007). Comparison of level-crossing times for Markov and semiMarkov processes. Stat & Probab Lett 77(2), 151157.
  • [2] Glynn, P. W. & Haas, P.J. (2006). Laws of large numbers and functional central limit theorems for generalized semi-Markov processes. Stoch Model 22(2), 201-231.
  • [3] Grabski, F. (2002). Semi-Markov Models of Systems Reliability and Operations Analysis. System Research Institute, Polish Academy of Science, (in Polish).
  • [4] Habibullah, M. S., Lumanpauw, E., Kolowrocki, K., Soszynska, J. & Ming, N.G. (2009). A computational tool for general model of industrial systems. operation processes. Electronic Journal Reliability & Risk Analysis: Theory & Applications, 2(4), 181-191.
  • [5] Klabjan, D. & Adelman, D. (2006). Existence of optimal policies for semi-Markov decision processes using duality for infinite linear programming. Siam J on Contr and Optim 44(6), 2104-2122.
  • [6] Kołowrocki, K (2004). Reliability of Large Systems, Elsevier.
  • [7] Kołowrocki, K. (2006). Reliability and risk evaluation of complex systems in their operation processes. International Journal of Materials & Structural Reliability 4(2), 129-147.
  • [8] Kołowrocki, K. (2007). Reliability modeling of complex systems – Part 1. Electronic Journal Reliability: Theory & Applications 2(3-4), 116127.
  • [9] Kołowrocki, K. (2007). Reliability modeling of complex systems – Part 2. Electronic Journal Reliability: Theory & Applications 2(3-4), 128139.
  • [10] Kołowrocki, K. (2008). Reliability and risk analysis of multi-state systems with degrading components. Proc. Summer Safety & Reliability Seminars 2(2), 205-216.
  • [11] Kołowrocki, K. & Soszyńska, J. (2006). Reliability and availability of complex systems. Quality and Reliability Engineering International. Vol. 22, Issue 1, J. Wiley & Sons Ltd., 79-99.
  • [12] Kołowrocki, K. & Soszyńska, J. (2008). A general model of industrial systems operation processes related to their environment and infrastructure. Proc. Summer Safety & Reliability Seminars 2(2), 223-226.
  • [13] Kołowrocki, K. & Soszyńska, J. (2009). Modeling environment and infrastructure influence on reliability and operation process of port oil transportation system. Electronic Journal Reliability: Theory & Applications 2(3), 131-142.
  • [14] Kołowrocki, K. & Soszyńska, J. (2010). Reliability, availability and safety of complex technical systems: modeling – identification – prediction – optimization. Journal of Polish Safety and Reliability Association, Summer Safety & Reliability Seminars 1(1), 133-158.
  • [15] Kołowrocki, K., Soszyńska, J., Xie, M., Kien, M. & Salahudin, M. (2008). Safety and reliability of complex industrial systems and process. Proc. Summer Safety & Reliability Seminars, 4(2), 227234.
  • [16] Kołowrocki, K. & Soszyńska-Budny, J. (2011). Reliability and Safety of Complex Technical Systems and Processes: Modeling – Identification – Prediction – Optimization. Springer.
  • [17] Kołowrocki, K. & Soszyńska-Budny, J. (2013). Modelling reliability of complex systems. Reliability: Theory & Applications 8(4), 107-128.
  • [18] Kuo, W. & Prasad, V.R. (2000). An annotated overview of system-reliability optimization. IEEE Trans on Reliab 49(2), 176-187.
  • [19] Kuo, W. & Zuo, M. J. (2003). Optimal Reliability Modeling: Principles and Applications. Hoboken: John Wiley & Sons, Inc.
  • [20] Limnios, N. & Oprisan, G. (2005). Semi-Markov Processes and Reliability. Birkhauser, Boston.
  • [21] Lisnianski, A. & Levitin, G. (2003). Multi-State System Reliability. Assessment, Optimisation and Applications. World Scientific Publishing Co. Pte. Ltd.
  • [22] Mercier, S. (2008). Numerical bounds for semiMarkovian quantities and application to reliability. Methodol and Comput in Appl Probab. 10(2), 179-198.
  • [23] Soszyńska, J. (2007). Systems reliability analysis in variable operation conditions. International Journal of Reliability, Quality and Safety Engineering 14( 6), 617-634.
  • [24] Soszyńska, J. (2007). Systems reliability analysis in variable operation conditions. PhD Thesis, Gdynia Maritime University-System Research Institute Warsaw, (in Polish).
  • [25] Soszyńska, J. (2007). Systems reliability analysis in variable operation conditions. Electronic Journal Reliability: Theory and Applications 2(34), 186-197.
  • [26] Soszyńska, J., Kołowrocki, K., BlokusRoszkowska, A. & Guze, S. (2010). Prediction of complex technical systems operation processes. Journal of Polish Safety and Reliability Association, Summer Safety & Reliability Seminars 1(2), 379-510.
  • [27] Tang, H., Yin, B.Q. & Xi, H.S. (2007). Error bounds of optimization algorithms for semi-Markov decision processes. Int J of Sys Sci 38(9), 725-736.
  • [28] Vercellis, S. (2009). Data mining and optimization for decision making. John Wiley & Sons.
  • [29] Xue, J. (1985). On multi-state system analysis. IEEE Trans on Reliab. 34, 329-337.
  • [30] Xue, J. & Yang, K. (1995). Dynamic reliability analysis of coherent multi-state systems. IEEE Trans on Reliab. 4(44), 683-688.
  • [31] Xue, J. & Yang, K. (1995). Symmetric relations in multi-state systems. IEEE Trans on Reliab 4(44), 689-693.
  • [32] Yu, K., Koren, I. & Guo, Y. (1994). Generalised multistate monotone coherent systems. IEEE Trans on Reliab 43, 242-250
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-8dd0970f-b1e7-4d6c-b52f-4bc7c11a2ce9
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