Skip to main content
Log in

Allocation of redundancies in systems: a general dependency-base framework

  • S.I. : Statistical Reliability Modeling and Optimization
  • Published:
Annals of Operations Research Aims and scope Submit manuscript

Abstract

Manufacturers and consumers prefer reliable products, or systems in general, since they need to assure that systems work satisfactory for given mission times. The redundancy allocation to original system components is a common technique to improve reliabilities. But, allocation of redundants is not an easy task and must be considered properly with respect to environmental working conditions and possible restrictions such as cost, volume and weight. Therefore, the problem of finding optimal allocations is important and studied extensively in literature. The existing studies usually assume restrictive conditions such as stochastically independent component and spare lifetimes. This article deals with this problem under a general setting in which component and spare lifetimes can be dependent and heterogeneous. Two common policies, called active and standby, are studied in details. Stochastic orders are implemented for comparing various allocation policies. Findings of this article are derived under general conditions and hold for arbitrary dependency structures among lifetimes. Illustrative examples are also given.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • Barlow, R. E., & Proschan, F. (1975). Statistical theory of reliability and life testing. New York: Holt, Rinehart and Winston Inc.

    Google Scholar 

  • Belzunce, F., Martinez-Puertas, H., & Ruiz, J. M. (2011). On optimal allocation of redundant components for series and parallel systems of two dependent components. Journal of Statistical Planning and Inference, 141, 3094–3104.

    Article  Google Scholar 

  • Belzunce, F., Martinez-Puertas, H., & Ruiz, J. M. (2013). On allocation of redundant components for systems with dependent components. European Journal of Operational Research, 230, 573–580.

    Article  Google Scholar 

  • Boland, P. J., EI-Neweihi, E., & Proschan, F. (1988). Active redundancy allocation in coherent systems. Probability in the Engineering and Informational Sciences, 2, 343–353.

    Article  Google Scholar 

  • Boland, P. J., EI-Neweihi, E., & Proschan, F. (1992). Stochastic order for redundancy allocations in series and parallel systems. Advances in Applied Probability, 24, 161–171.

    Article  Google Scholar 

  • Brito, G., Valdés, J. E., & Zequeira, R. I. (2011). On the hazard rate and reversed hazard rate orderings in two-component series systems with active redundancies. Statistics and Probability Letters, 81, 201–206.

    Article  Google Scholar 

  • da Costa Bueno, V., & Martins do Carmo, I. (2007). Active redundancy allocation for a \(k\)-out-of-\(n\):\(F\) system of dependent components. European Journal of Operational Research, 176, 1041–1051.

    Article  Google Scholar 

  • Hu, T., & Wang, Y. (2009). Optimal allocation of active redundancies in \(r\)-out-of-\(n\) systems. Journal of Statistical Planning and Inference, 139, 3733–3737.

    Article  Google Scholar 

  • Jeddi, H., & Doostparast, M. (2016). Optimal redundancy allocation problems in engineering systems with dependent component lifetime. Applied Stochastic Models in Business and industry, 32, 199–208.

    Article  Google Scholar 

  • Kotz, S., Lai, C. D., & Xie, M. (2003). On the effect of redundancy for systems with dependent components. IIE Transactions, 35, 1103–1110.

    Article  Google Scholar 

  • Lehmann, E. L. (1966). Some concepts of dependence. The Annals of Mathematical Statistics, 37, 1137–1153.

    Article  Google Scholar 

  • Li, D., Sun, X., & McKinnon, K. (2005). An exact solution method for reliability optimization in complex systems. Annals of Operations Research, 133, 129–148.

    Article  Google Scholar 

  • Li, J., Xin, B., Pardalos, P. M., & Chen, J. (2019). Solving bi-objective uncertain stochastic resource allocation problems by the CVaR-based risk measure and decomposition-based multi-objective evolutionary algorithms. Annals of Operations Research. https://doi.org/10.1007/s10479-019-03435-4.

  • Meeker, W. Q., & Escobar, L. A. (1998). Statistical methods for reliability data. New York: Wiley.

    Google Scholar 

  • Nelsen, R. B. (2006). An introduction to copulas. New York: Springer.

    Google Scholar 

  • Romera, R., Valdes, J. E., & Zequeira, R. I. (2004). Active-redundancy allocation in systems. IEEE Transactions on Reliability, 53, 313–318.

    Article  Google Scholar 

  • Sarkar, B., Sana, S., & Chaudhuri, K. (2010a). Optimal reliability, production lot size and safety stock in an imperfect production system. International Journal of Mathematics in Operational Research, 2, 467–490.

    Article  Google Scholar 

  • Sarkar, B., Sana, S., & Chaudhuri, K. (2010b). Optimal reliability, production lotsize and safety stock: an economic manufacturing quantity model. International Journal of Management Science and Engineering Management, 5, 192–202.

    Article  Google Scholar 

  • Sarkar, B. (2012). An inventory model with reliability in an imperfect production process. Applied Mathematics and Computation, 218, 4881–4891.

    Article  Google Scholar 

  • Sarkar, B., Mandal, P., & Sarkar, S. (2014). An EMQ model with price and time dependent demand under the effect of reliability and inflation. Applied Mathematics and Computation, 231, 414–421.

    Article  Google Scholar 

  • Sarkar, B. (2016). Supply chain coordination with variable backorder, inspections, and discount policy for fixed lifetime products (p. 6318737). Article ID: Mathematical Problems in Engineering.

  • Sarkar, M., Kim, S., Jemai, J., Ganguli, B., & Sarkar, B. (2019). An application of time-dependent holding costs and system reliability in a multi-item sustainable economic energy efficient reliable manufacturing system. Energies, 12(15), 1–19.

    Article  Google Scholar 

  • Shanthikumar, J. G., & Yao, D. D. (1991). Bivariate Characterization of some stochastic order relations. Advances in Applied Probability, 23, 642–659.

    Article  Google Scholar 

  • Shaked, M., & Shanthikumar, J. G. (2007). Stochastic orders. New York: Springer.

    Book  Google Scholar 

  • Valdes, J. E., & Zequeira, R. I. (2003). On the optimal allocation of an active redundancy in a two-component series system. Statistics and Probability Letters, 63, 325–332.

    Article  Google Scholar 

  • Valdes, J. E., & Zequeira, R. I. (2006). On the optimal allocation of two active redundancies in a two-component series system. Operations Research Letters, 34, 49–52.

    Article  Google Scholar 

  • Zhang, Y. (2018). Optimal allocation of active redundancies in weighted \(k\)-out-of-\(n\) systems. Statistics and Probability Letters, 135, 110–117.

    Article  Google Scholar 

Download references

Acknowledgements

The authors are grateful to the Editor-in-Chief and the Guest Editor and the four anonymous referees for their useful suggestions and comments on an earlier version of this paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mahdi Doostparast.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Jeddi, H., Doostparast, M. Allocation of redundancies in systems: a general dependency-base framework. Ann Oper Res 312, 259–273 (2022). https://doi.org/10.1007/s10479-020-03795-2

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10479-020-03795-2

Keywords

Mathematics Subject Classification

Navigation