Reliability Evaluation of Repairable Parallel-Series Multi-State System Implementing Interval Valued Universal Generating Function

Authors

  • Renu Department of Mathematics, Statistics and Computer Science, G.B. Pant University of Agriculture and Technology, Pantnagar, India
  • Soni Bisht Department of Mathematics, Eternal University, Baru Sahib, Himachal Pradesh, India
  • S. B. Singh Department of Mathematics, Statistics and Computer Science, G.B. Pant University of Agriculture and Technology, Pantnagar, India

DOI:

https://doi.org/10.13052/jrss0974-8024.1415

Keywords:

Interval valued universal generating function, repairable parallel-series multi-state system, reliability, sensitivity, mean-time-to-failure, Laplace-Steiltjes transform

Abstract

In this paper, we have studied a repairable parallel-series multi-state system. The proposed system consists of m components in series and n components in parallel in which each component has three possible states. The interval universal generating function (IUGF) is presented, and the corresponding composition operators are defined. The reliability assessment of the considered system is done with the help of the IUGF approach. It is worth mentioning that IUGF got attention from various researchers due to its straightforwardness, less complexity, and universal applications. In the present model, probabilities of different components, reliability, sensitivity, and mean time to failure are evaluated with the help of the Markov process; Laplace-Steiltjes transform method applying IUGF. A numerical example has also been taken to illustrate the proposed technique.

Downloads

Download data is not yet available.

Author Biographies

Renu, Department of Mathematics, Statistics and Computer Science, G.B. Pant University of Agriculture and Technology, Pantnagar, India

Renu received the B.Sc. degree in science from Kumaun University, Nainital, India in 2015 and M.Sc. degree in Mathematics from G. B. Pant University of Agriculture and Technology, Pantnagar, India, in 2017. She has cleared CSIR NET in Mathematics in 2019. She has also been selected for INSPIRE Programme of Government of India from 2012 to 2015. She has been published one research paper in Emerald. Her area of research is Reliability Theory.

Soni Bisht, Department of Mathematics, Eternal University, Baru Sahib, Himachal Pradesh, India

Soni Bisht received the B.Sc. and M.Sc. degree in science from H.N.B. Garhwal Central University, Srinagar, India in 2012 and 2014, and the Ph.D. degree major in Mathematics and minor in Computer science from G. B. Pant University of Agriculture and Technology, Pantnagar, India, in 2018. She is currently working as an Assistant Professor in Department of Mathematics, Eternal University, Baru Sahib, Himachal Pradesh in India. She has been published 12 research papers in IEEE Explore, Emerald, International Journal of Mathematical, Engineering and Management Sciences and many other national and international journals of repute and also presented her works at national and international conferences. She has been conferred with “Young Scientist Award” by the Uttarakhand State Council for Science and Technology, Dehradun, in 2018. Her area of research is Reliability Theory, Applied Mathematics, Network Reliability and Parallel and Distributed Systems.

S. B. Singh, Department of Mathematics, Statistics and Computer Science, G.B. Pant University of Agriculture and Technology, Pantnagar, India

S. B. Singh is a Professor in the Department of Mathematics, Statistics and Computer Science, G. B. Pant University of Agriculture and Technology, Pantnagar (Uttarakhand), India. He has around 25 years of teaching and research experience to Undergraduate and Post Graduate students at different Engineering Colleges and University. Prof. Singh is a member of Indian Mathematical Society, Operations Research Society of India, Member of Advisory board of Intellectual Society for Socio-Techno Welfare (ISST) and National Society for Prevention of Blindness in India and Member of Indian Science Congress Association. He is a regular reviewer of many books and International/National Journals. Prof. Singh has been a member of organizing committee of many international and national conferences and workshops. He is an Editor-in-Chief of the ‘Journal of Reliability and Statistical Studies’. He is member of Editorial board of seven journals and edited books as well. He has authored and coauthored eight books on different courses of Applied/Engineering Mathematics. Prof. Singh has been conferred with five national awards and the Best Teacher Award. He has been included in the special edition of Marquis Who’s Who in the World 2015, USA. His area of research is Reliability Theory/Engineering.

References

Campos, M. A., & Mendonça, A. F. Interval Enclosures for Reliability Metrics. TEMA (São Carlos), 2016; 17(2): 143–172.

Çekyay, B., & Özekici, S. Reliability, MTTF and steady-state availability analysis of systems with exponential lifetimes. Applied Mathematical Modeling, 2015; 39(1): 284–296.

Du, X. Interval reliability analysis. American Society of Mechanical Engineers, International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, 2007; 1103–1109.

Guilani, P. P., Sharifi, M., Niaki, S. T. A., & Zaretalab, A. Reliability evaluation of non-reparable three-state systems using Markov model and its comparison with the UGF and the recursive methods. Reliability Engineering & System Safety, 2014; 129: 29–35.

Gupta, R. K., Bhunia, A. K., & Roy, D. A GA based penalty function technique for solving constrained redundancy allocation problem of series system with interval valued reliability of components. Journal of Computational and Applied Mathematics, 2009; 232(2): 275–284.

Jain, M., & Gupta, R. Optimal replacement policy for a repairable system with multiple vacations and imperfect fault coverage. Computers & Industrial Engineering, 2013; 66(4): 710–719.

Jain, S., Kumar, A., Mandal, S., Ong, J., Poutievski, L., Singh, A., Venkata, S., Wanderer, J., Zhou, J., Zhu, M. and Zolla, J., 2013, August. B4: Experience with a globally deployed software defined WAN. ACM SIGCOMM Computer Communication Review, 2013; 43(4): 3–14.

Kozine, I. O., & Utkin, L. V. Interval-valued finite Markov chains. Reliable computing, 2002; 8(2): 97–113.

Kumar, A., Singh, S. B., & Ram, M. Interval-valued reliability assessment of 2-out-of-4 system. International Conference on Emerging Trends in Communication Technologies; 2016:1–4.

Levitin, G., Xing, L., & Dai, Y. Minimum mission cost cold-standby sequencing in non-repairable multi-phase systems. IEEE Transactions on Reliability, 2014; 63(1): 251–258.

Li, C. Y., Chen, X., Yi, X. S., & Tao, J. Y. Interval-valued reliability analysis of multi-state systems. IEEE Transactions on Reliability, 2011; 60(1): 323–330.

Lisnianski, A., & Ding, Y. Redundancy analysis for repairable multi-state system by using combined stochastic processes methods and universal generating function technique. Reliability Engineering & System Safety, 2009; 94(11): 1788–1795.

Meenakshi, K., & Singh, S. B. Availability Assessment of Multi-State System by Hybrid Universal Generating Function and Probability Intervals. International Journal of Performability Engineering, 2016; 12(4): 321–339.

Negi, S., & Singh, S. B. Reliability analysis of non-repairable complex system with weighted subsystems connected in series. Applied Mathematics and Computation, 2015; 262: 79–89.

Pan, G., Shang, C. X., Liang, Y. Y., Cai, J. Y., & Li, D. Y. Analysis of Interval-Valued Reliability of Multi-State System in Consideration of Epistemic Uncertainty. In International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 2016; 69–80.

Pokorádi, L. Sensitivity analysis of reliability of Systems with Complex Interconnections. Journal of Loss Prevention in the Process Industries, 2014; 32: 436–442.

Srivastava, M., Nambiar, M., Sharma, S., Karki, S. S., Goldsmith, G., Hegde, M., & Natarajan, R. An inhibitor of non-homologous end-joining abrogates double-strand break repair and impedes cancer progression. 2012; 151(7): 1474–1487.

Wang, K.-H., Yeh, T.-S. & Jian, J.-J. Reliability and sensitivity analysis of a repairable system with imperfect coverage under service pressure condition. Journal of Manufacturing Systems, 2013; 32(2): 357–363.

Wang, W., Xiong, J., & Xie, M. A study of interval analysis for cold-standby system reliability optimization under parameter uncertainty. Computers & Industrial Engineering, 2016; 97: 93–100.

Wang, Y., & Li, L. Effect of uncertainty in both component reliability and load demand on multistate system reliability. IEEE Trans. Rel. 2012; 42(4): 958–969.

Wu, W., Tang, Y., Yu, M., & Jiang, Y. Reliability analysis of a k-out-of-n: G repairable system with single vacation. Applied Mathematical Modeling, 2014; 38(24): 6075–6097.

Xing, L., & Levitin, G. BDD-based reliability evaluation of phased-mission systems with internal/external common-cause failures. Reliability Engineering & System Safety, 2013; 112: 145–153.

Xu, X., Zhang, Z., Xu, D., & Chen, Y. Interval-valued evidence updating with reliability and sensitivity analysis for fault diagnosis. International Journal of Computational Intelligence Systems, 2016; 9(3): 396–415.

Z. W., Huang, H. Z., and Liu, Y. A discrete stress–strength interference model based on universal generating function. Reliability Engineering & System Safety, 2008; 93(10): 1485–1490.

Downloads

Published

2021-03-22

How to Cite

Renu, Bisht, S. ., & Singh, S. B. . (2021). Reliability Evaluation of Repairable Parallel-Series Multi-State System Implementing Interval Valued Universal Generating Function. Journal of Reliability and Statistical Studies, 14(01), 81–120. https://doi.org/10.13052/jrss0974-8024.1415

Issue

Section

Articles