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SIGNATURES OF MULTI-STATE SYSTEMS BASED ON A SERIES/PARALLEL/RECURRENT STRUCTURE OF MODULES

Published online by Cambridge University Press:  30 April 2021

He Yi
Affiliation:
School of Economics and Management, Beijing University of Chemical Technology, Beijing 100029, China E-mail: [email protected]
Narayanaswamy Balakrishnan
Affiliation:
Department of Mathematics and Statistics, McMaster University, Hamilton L8S 4K1, Ontario, Canada E-mail: [email protected]
Xiang Li
Affiliation:
School of Economics and Management, Beijing University of Chemical Technology, Beijing 100029, China E-mail: [email protected]

Abstract

In this paper, we consider multi-state coherent systems that can be regarded as a series/parallel/recurrent connection of multi-state modules with binary/multi-state components. The multi-state (survival) signatures of such systems are presented in terms of multi-state (survival) signatures of related modules based on the structures. For a recurrent structure, the multi-state survival signature of the structure is also needed. The results established here are finally illustrated with a number of examples.

Type
Research Article
Copyright
Copyright © The Author(s), 2021. Published by Cambridge University Press

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References

Ashrafi, S. & Asadi, M. (2014). Dynamic reliability modeling of three-state networks. Journal of Applied Probability 51(4): 9991020.CrossRefGoogle Scholar
Ashrafi, S. & Asadi, M. (2015). On the stochastic and dependence properties of the three-state systems. Metrika 78(3): 261281.CrossRefGoogle Scholar
Balakrishnan, N. & Volterman, W. (2014). On the signatures of ordered system lifetimes. Journal of Applied Probability 51(1): 8291.CrossRefGoogle Scholar
Boland, P.J. (2001). Signatures of indirect majority systems. Journal of Applied Probability 38(2): 597603.CrossRefGoogle Scholar
Boland, P.J. & Samaniego, F.J. (2004). The signature of a coherent system and its applications in reliability. In Soyer, R., Mazzuchi, T.A., & Singpurwalla, N.D. (eds), Mathematical reliability: an expository perspective. New York: Springer, pp. 330.CrossRefGoogle Scholar
Coolen, F.P.A. & Coolen-Maturi, T. (2012). Generalizing the signature to systems with multiple types of components. In Zamojski, W., Mazurkiewicz, J., Sugier, J., Walkowiak, T., & Kacprzyk, J. (eds), Complex systems and dependability. New York: Springer, pp. 115130.Google Scholar
Coolen-Maturi, T., Coolen, F., & Balakrishnan, N. (2021). The joint survival signature of coherent systems with shared components. Reliability Engineering and System Safety 207: 107350.CrossRefGoogle Scholar
Da, G.F., Chan, P.S., & Xu, M.C. (2018). On the signature of complex system: a decomposed approach. European Journal of Operational Research 265(3): 11151123.CrossRefGoogle Scholar
Da, G.F. & Hu, T.Z. (2013). On bivariate signatures for systems with independent modules. In Li, H.J. & Li, X.H. (eds), Stochastic orders in reliability and risk. New York: Springer, pp. 143166.CrossRefGoogle Scholar
Da, G.F., Xia, L.Y., & Hu, T.Z. (2014). On computing signatures of k-out-of-n systems consisting of modules. Methodology and Computing in Applied Probability 16(1): 223233.CrossRefGoogle Scholar
Da, G.F., Xu, M.C., & Chan, P.S. (2018). An efficient algorithm for computing the signatures of systems with exchangeable components and applications. IISE Transactions 50(7): 584595.CrossRefGoogle Scholar
Da Costa Bueno, V. (2013). A multistate monotone system signature. Statistics and Probability Letters 83(11): 25832591.CrossRefGoogle Scholar
Eryilmaz, S. & Tuncel, A. (2015). Computing the signature of a generalized k-out-of-n system. IEEE Transactions on Reliability 64(2): 766771.CrossRefGoogle Scholar
Eryilmaz, S. & Tuncel, A. (2016). Generalizing the survival signature to unrepairable homogeneous multi-state systems. Naval Research Logistics 63(8): 593599.CrossRefGoogle Scholar
Franko, C. & Yalcin, F. (2017). Signatures of series and parallel systems consisting of non disjoint modules. Communications in Statistics – Theory and Methods 46(23): 1142511439.CrossRefGoogle Scholar
Gertsbakh, I. & Shpungin, Y. (2012). Stochastic models of network survivability. Quality Technology and Quantitative Management 9(1): 4558.CrossRefGoogle Scholar
Gertsbakh, I., Shpungin, Y., & Spizzichino, F. (2011). Signatures of coherent systems built with separate modules. Journal of Applied Probability 48(3): 843855.CrossRefGoogle Scholar
Gertsbakh, I., Shpungin, Y., & Spizzichino, F. (2012). Two-dimensional signatures. Journal of Applied Probability 49(2): 416429.CrossRefGoogle Scholar
Gertsbakh, I., Shpungin, Y., & Vaisman, R. (2016). D-spectrum and reliability of a binary system with ternary components. Probability in the Engineering and Informational Sciences 30(1): 2539.CrossRefGoogle Scholar
Jia, X.J., Shen, J.Y., Xu, F.Q., Ma, R.H., & Song, X.Y. (2019). Modular decomposition signature for systems with sequential failure effect. Reliability Engineering and System Safety 189: 435444.CrossRefGoogle Scholar
Kochar, S., Mukerjee, H., & Samaniego, F.J. (1999). The “signature” of a coherent system and its application to comparisons among systems. Naval Research Logistics 46(5): 507523.3.0.CO;2-D>CrossRefGoogle Scholar
Levitin, G., Gertsbakh, I., & Shpungin, Y. (2011). Evaluating the damage associated with intentional network disintegration. Reliability Engineering and System Safety 96(4): 433439.CrossRefGoogle Scholar
Marichal, J.L. (2015). Algorithms and formulae for conversion between system signatures and reliability functions. Journal of Applied Probability 52(2): 490507.CrossRefGoogle Scholar
Marichal, J.L., Mathonet, P., & Spizzichino, F. (2015). On modular decompositions of system signatures. Journal of Multivariate Analysis 134: 1932.CrossRefGoogle Scholar
Navarro, J. & Rubio, R. (2010). Computations of signatures of coherent systems with five components. Communications in Statistics – Simulation and Computation 39(1): 6884.CrossRefGoogle Scholar
Navarro, J., Ruiz, J.M., & Sandoval, C.J. (2005). A note on comparisons among coherent systems with dependent components using signatures. Statistics and Probability Letters 72(2): 179185.CrossRefGoogle Scholar
Navarro, J., Ruiz, J.M., & Sandoval, C.J. (2007). Properties of coherent systems with dependent components. Communications in Statistics – Theory and Methods 36: 175191.CrossRefGoogle Scholar
Navarro, J., Samaniego, F.J., & Balakrishnan, N. (2013). Mixture representations for the joint distribution of lifetimes of two coherent systems with shared components. Advances in Applied Probability 45(4): 10111027.CrossRefGoogle Scholar
Navarro, J., Samaniego, F.J., Balakrishnan, N., & Bhattacharya, D. (2008). On the application and extension of system signatures in engineering reliability. Naval Research Logistics 55(4): 313327.CrossRefGoogle Scholar
Reed, S., Löfstrand, M., & Andrews, J. (2019). An efficient algorithm for computing exact system and survival signatures of K-terminal network reliability. Reliability Engineering and System Safety 185: 429439.CrossRefGoogle Scholar
Samaniego, F.J. (1985). On closure of the IFR class under formation of coherent systems. IEEE Transactions on Reliability R-34(1): 6972.CrossRefGoogle Scholar
Samaniego, F.J. (2007). System signatures and their applications in engineering reliability. New York: Springer.CrossRefGoogle Scholar
Samaniego, F.J., Balakrishnan, N., & Navarro, J. (2009). Dynamic signatures and their use in comparing the reliability of new and used systems. Naval Research Logistics 56(6): 577591.CrossRefGoogle Scholar
Triantafyllou, I.S. & Koutras, M.V. (2008). On the signature of coherent systems and applications. Probability in the Engineering and Informational Sciences 22(1): 1935.CrossRefGoogle Scholar
Yi, H., Balakrishnan, N., & Cui, L.R. (2020). On the multi-state signatures of ordered system lifetimes. Advances in Applied Probability 52(1): 291318.CrossRefGoogle Scholar
Yi, H., Balakrishnan, N., & Cui, L.R. (2020). Comparisons of multi-state systems with binary-state components of different sizes. Methodology and Computing in Applied Probability to appear, doi:10.1007/s11009-020-09805-x.Google Scholar
Yi, H. & Cui, L.R. (2018). A new computation method for signature: Markov process method. Naval Research Logistics 65(5): 410426.CrossRefGoogle Scholar
Yi, H., Cui, L.R., & Balakrishnan, N. (2021). Computation of survival signatures for multi-state consecutive-k systems. Reliability Engineering and System Safety 208: 107429.CrossRefGoogle Scholar
Zarezadeh, S., Asadi, M., & Eftekhar, S. (2019). Signature-based information measures of multi-state networks. Probability in the Engineering and Informational Sciences 33(3): 438459.CrossRefGoogle Scholar