Abstract
In this paper, we consider two coherent systems having shared components. We assume that in the two systems there are three different types of components; components of type one that just belong to the first system, components of type two that lie only in the second system and components of type three that are shared by the two systems. We use the concept of joint survival signature to assess the joint reliability function of the two systems. Using this concept, some representations for the joint reliability function of the system lifetimes are obtained under two different scenarios of component failures. In the first scenario, we assume that the components of the systems fail according to different counting processes such as non-homogeneous Poisson processes. In the second scenario, it is assumed that the component lifetimes of each type are exchangeable while the three types of component lifetimes can be independent or dependent. To illustrate the theoretical results, two systems with shared components are studied numerically and graphically.
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References
Ashrafi S., Zarezadeh S., Asadi M (2018) Reliability modeling of coherent systems with shared components based on sequential order statistics. J Appl Probab 55(3):845–861
Balakrishnan N., Volterman W (2015) Exact nonparametric inference for component and system lifetime distributions based on joint signatures. IEEE Trans Reliab 65(1):179–186
Barlow R. E., Proschan F (1975) Statistical theory of reliability and life testing. Probability models Holt, Rinehart and Winston, Inc.
Bieniek M., Burkschat M., Rychlik T (2020) Comparisons of the expectations of system and component lifetimes in the failure dependent proportional hazard model. Methodol Comput Appl Probab 22:173–189
Coolen F.P., Coolen-Maturi T. (2012) Generalizing the signature to systems with multiple types of components. In: Complex systems and dependability. Springer, Berlin, pp 115–130
Coolen-Maturi T., Coolen F.P.A., Balakrishnan N. (2021) The joint survival signature of coherent systems with shared components. Reliab Eng Syst Saf 207:Article 107350
Eryilmaz S. (2015) Systems composed of two types of nonidentical and dependent components. Nav Res Logist 62:388–394
Eryilmaz S. (2016a) Reliability of systems with multiple types of dependent components. IEEE Trans Reliab 65(2):1022–1029
Eryilmaz S., Tuncel A (2016b) Generalizing the survival signature to unrepairable homogeneous multi-state systems. Naval Res Logist 63(8):593–599
Eryilmaz S. (2017) The concept of weak exchangeability and its applications. Metrika 80(3):259–271
Eryilmaz S., Coolen F. P., Coolen-Maturi T (2018a) Marginal and joint reliability importance based on survival signature. Reliab Eng Syst Safety 172:118–128
Eryilmaz S., Coolen F. P., Coolen-Maturi T (2018b) Mean residual life of coherent systems consisting of multiple types of dependent components. Naval Res Logist 65(1):86–97
Eryilmaz S (2019) \((k_{1}, k_{2},\dots , k_{m})\)-out-of-n system and its reliability. J Comput Appl Math 346:591–598
Fang R., Li X., Li L (2016) Generalized multivariate Gumbel distributions-Dependence, aging properties and applications. J Syst Sci Complex 29(6):1752–1772
Gertsbakh I., Shpungin Y. (2011) Network reliability and resilience. Springer Science & Business Media
Gurler S., Bairamov I (2009) Parallel and k-out-of-n:G systems with nonidentical components and their mean residual life functions. Appl Math Modell 33:1116–1125
Huang X., Coolen F P (2018) Reliability sensitivity analysis of coherent systems based on survival signature. Proc Inst Mech Eng Part O: J Risk Reliab 232(6):627–634
Huang X., Aslett L. J., Coolen FP (2019) Reliability analysis of general phased mission systems with a new survival signature. Reliab Eng Syst Safety 189:416–422
Huang X., Coolen F. P. A., Coolen-Maturi T., Zhang Y (2020) A new study on reliability importance analysis of phased mission systems. IEEE Trans Reliab 69:522–532
Liu Y., Shi Y., Bai X., Liu B (2018) Stress-strength reliability analysis of system with multiple types of components using survival signature. J Comput Appl Math 342:375–398
Marichal J. L, Mathonet P, Navarro J, Paroissin C (2017) Joint signature of two or more systems with applications to multi-state systems made up of two-state components. Eur J Oper Res 263(2):559–570
Mazzolini A, Gherardi M, Caselle M, Lagomarsino M.C, Osella M (2018) Statistics of shared components in complex component systems. ar**v:https://doi.org/1707.08356. https://doi.org/10.1103/PhysRevX.8.021023
Navarro J., Samaniego F. J., Balakrishnan N., Bhattacharya D (2008) On the application and extension of system signatures in engineering reliability. Naval Res Logist (NRL) 55(4):313–327
Navarro J., Samaniego F. J., Balakrishnan N (2010) The joint signature of coherent systems with shared components. J Appl Probab 47(1):235–253
Navarro J., Samaniego F. J., Balakrishnan N (2013) Mixture representations for the joint distribution of lifetimes of two coherent systems with shared components. Adv Appl Probab 45(4):1011–1027
Parzen E. (1999) Stochastic processes. Society for Industrial and Applied Mathematics, Philadelphia
Samaniego F. J. (1985) On closure of the IFR class under formation of coherent systems. IEEE Trans Reliab 34(1):69–72
Samaniego FJ. (2007) System signatures and their applications in engineering reliability. Springer Science & Business Media
Samaniego F. J., Navarro J. (2016) On comparing coherent systems with heterogeneous components. Adv Appl Probab 48(1):88–111
Zarezadeh S, Mohammadi L, Balakrishnan N (2018) On the joint signature of several coherent systems with some shared components. Eur J Oper Res 264(3):1092–1100
Acknowledgements
We would like to thank the anonymous reviewers for several helpful suggestions. JN was supported in part by Ministerio de Ciencia e Innovación of Spain under grant PID2019-103971GB-I00/AEI/10.13039/501100011033. Asadi’s research work was performed in IPM Isfahan branch and was in part supported by a grant from IPM (No. 98620215).
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Ashrafi, S., Asadi, M. & Navarro, J. Joint Reliability Function of Coherent Systems with Shared Heterogeneous Components. Methodol Comput Appl Probab 24, 1485–1502 (2022). https://doi.org/10.1007/s11009-021-09867-5
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DOI: https://doi.org/10.1007/s11009-021-09867-5