Year 2020,
Volume: 69 Issue: 1, 699 - 716, 30.06.2020
Cihangir Kan
,
Murat Ozkut
References
- Agarwal, M. and Mohan, P., GERT analysis of m-consecutive-k-out-of-n:F system with overlapping runs and (k-1)-step markov dependence, International Journal of Operational Research, 3 (2008), 36--51.
- Aki, S. and Hirano, K., Numbers of success runs of specified length until certain stopping time rules and generalized binomial distributions of order k, Annals of the Institute of Statistical Mathematics, 52 (2000), 767--777.
- Armstrong, M. J., Joint reliability-importance of components, IEEE Transactions on Reliability, 44(3) (1995), 408-412.
- Balakrishnan, N. and Koutras, M. V., Runs and Scans with Applications, New York: Wiley, 2002.
- Birnbaum, Z. W., On the importance of different components in a multicomponent system, Multivariate Analysis---II, P. R. Krishnaiah, Ed. New York, NY, USA: Academic Press, (1969), 581--592.
- Boland, P. J., and EI-Neweihi, E., Measures of component importance in reliability theory, Comput. Ops. Res., 22 (1995), 455--463.
- Cui, L., Lin, C. and Du, S., m-consecutive-k,l-out-of-n system, IEEE Transactions on Reliability, 64 (2015), 386-393.
- Eryilmaz, S. and Mahmoud, B., Linear m-consecutive-k,l-out-of-n:F system, IEEE Transactions on Reliability, 61(3) (2012), 787-791.
- Eryilmaz, S., m-consecutive-k-out-of-n:F system with overlapping runs: Signature-based reliability analysis, International Journal of Operational Research, 15(1) (2012), 64-73.
- Eryilmaz, S., Joint reliability importance in linear m-consecutive-k-out-of-n:F systems, IEEE Transactions on Reliability, 62(4) (2013), 862-869.
- Eryilmaz, S., Component importance in coherent systems with exchangeable components, Journal of Applied Probability, 52 (2015), 851-863.
- Eryilmaz, S., Oruc, O. E. and Oger, V., Joint reliability importance in coherent systems with exchangeable dependent components, IEEE Transactions on Reliability, 65(3) (2016), 1562-1570.
- Fu, J. C. and Lou, W. Y. W., Distribution Theory of Runs and Patterns and its Applications: A Finite Markov Chain Imbedding Approach, River Edge, NJ: World Scientific, 2003.
- Gao, X., Cui, L. and Li, J., Analysis for joint importance of components in a coherent system, European Journal of Operational Research, 182 (2007), 282-299.
- George, E. O., and Bowman, D., A full likelihood procedure for analyzing exchangeable binary data, Biometrics, 51 (1995), 512-523.
- Gera, A. E., Combined m₁-consecutive-k_{c₁}-out-of-n and m₂-consecutive-k_{c₂}-out-of-n systems, IEEE Transactions on Reliability, 60(2) (2011), 493-497.
- Gertsbakh, I. B., and Shpungin., Y., Combinatorial approach to computing component importance indexes in coherent systems, Probability in the Engineering and Informational Sciences, 26 (2012), 117-128.
- Griffith, W. S., On consecutive-k-out-of-n: failure systems and their generalizations,Reliability and quality control, (1986), 157-165.
- Hagstrom, J. N., Redundancy, substitutes and complements in system reliability, Technical Report. College Bus. Admin., Univ. Illinois, USA, 1990.
- Hagstrom, J. N., and Mak., K. T., System reliability analysis in the presence of dependent component failures, Probability in the Engineering and Informational Sciences, 1 (1987), 425-440.
- Hong, J. S., and Lie, C. H., Joint reliability-importance of two edges in an undirected network, IEEE Transactions on Reliability, 42(1) (1993), 17-33.
- Hong, S., Koo, H. Y. and Lie, C. H., Joint reliability importance of k-out-of-n systems, European Journal of Operational Research, 142 (2002), 539-547.
- Koutras, M. V., Applications of Markov chains to the distribution theory of runs and patterns, Amsterdam: North-Holland, Handbook of Statistics, 2003.
- Kuo, W., and X., Zhu., Importance Measures in Reliability, Risk, and Optimization: Principles and Applications, Hoboken, NJ, USA: Wiley, 2012.
- Kuo, W., and Zuo, M. J., Optimal reliability modeling: principles and applications, John Wiley & Sons, 2003.
- Levitin, G., The Universal Generating Function in Reliability Analysis and Optimization, London: Springer-Verlag Limited, 2010.
- Levitin, G., and Dai., Y., Linear m-consecutive-k-out-of-r-from-n:F systems, IEEE Transactions on Reliability, 60(3) (2011), 640-646.
- Mahmoud, B., and Eryilmaz, S., Joint reliability importance in a binary k-out-of-n:G system with exchangeable dependent components, Quality Technology and Quantitative Management, 11 (2014), 453-460.
- Makri, F. S., and Psillakis, Z. M., On success runs of length exceeded a threshold, Methodol. Comput. Appl. Probab., 13 (2011b), 269-305.
- Makri, F. S., and Psillakis, Z. M., On runs of length exceeding a threshold: normal approximation, Stat. Papers, 52 (2011c), 531-551.
- Makri, F. S., and Psillakis, Z. M., On l-overlapping success runs of ones of length k in sequence of independent binary random variables, Communications in Statistics- Theory and Methods, 44 (2015), 3865-3884.
- Makri, F. S., Philippou, A. N. and Psillakis, Z. M., Polya, Inverse Polya, and Circular Polya distributions of order for l-overlapping success runs, Communications in Statistics- Theory and Methods, 36 (2007), 657-668.
- Papastavridis, S., m-consecutive-k-out-of-n systems, IEEE Transactions on Reliability, 39 (1990), 386-387.
- Rani, M., Jain, K. and Dewan, I., On conditional marginal and conditional joint reliability importance, International Journal of Reliability, Quality and Safety Engineering, 18 (2011), 119-138.
- Xie, M. and Bergman, B., On a general measure of component importance, J. Statist. Planning Inference, 29 (1991), 211--220.
- Xie, M. and Lai, C. D., Exploiting symmetry in the reliability analysis of coherent system, Naval Res. Logist., 43 (1996), 1025--1034.
- Zhu, X., Yao, Q. and Kuo, W., Patterns of the Birnbaum importance in linear consecutive-k-out-of-n systems, IIE Transactions, 44(4) (2012), 277--290.
- Zhu, X., Mahmoud, B. and Mohamed, R., Joint reliability importance in a consecutive k-out-of-n:F system and an m-consecutive-k-out-of-n:F systems for Markov-dependent components, IEEE Transactions on Reliability, 64(2) (2015), 784-798.
- Zhu, X., Mahmoud, B. and Mohamed, R., Reliability and joint reliability importance in a consecutive-k-within-m-out-of-n:F system with Markov dependent components, IEEE Transactions on Reliability, 65(2) (2016), 802-815.
- Zhu, X., Mahmoud, B. Coit, D. W. and Benyahia, A., Reliability and importance measures for m-consecutive-k, l-out-of-n system with non-homogeneous Markov-dependent components, Reliability Engineering and System Safety, 167 (2017), 1-9.
Analysis of joint reliability importance in linear m-consecutive-k,l -out-of-n:F system
Year 2020,
Volume: 69 Issue: 1, 699 - 716, 30.06.2020
Cihangir Kan
,
Murat Ozkut
Abstract
Combinatorial techniques have an important role to compute the joint reliability importance (JRI) of some coherent systems. We obtain combinatorial formula for calculation of the JRI of two components in a generalized version of consecutive type systems consisting of n linearly ordered components such that system fails if and only if (iff) there are at least m l-overlapping runs of k consecutive failed components (n>= m(k-l)+l,l<k). Overlapping runs mean having common elements which is denoted by l. We concentrate on both s-independent & identical components and exchangeable components. Explicit combinatorial formulae are provided for computing the JRI of the above mentioned cases. For both cases, we also compare the results with linear m-consecutive-k-out-of-n:F system (nonoverlapping case when l=0). In addition, some numerical and illustrative examples are presented.
References
- Agarwal, M. and Mohan, P., GERT analysis of m-consecutive-k-out-of-n:F system with overlapping runs and (k-1)-step markov dependence, International Journal of Operational Research, 3 (2008), 36--51.
- Aki, S. and Hirano, K., Numbers of success runs of specified length until certain stopping time rules and generalized binomial distributions of order k, Annals of the Institute of Statistical Mathematics, 52 (2000), 767--777.
- Armstrong, M. J., Joint reliability-importance of components, IEEE Transactions on Reliability, 44(3) (1995), 408-412.
- Balakrishnan, N. and Koutras, M. V., Runs and Scans with Applications, New York: Wiley, 2002.
- Birnbaum, Z. W., On the importance of different components in a multicomponent system, Multivariate Analysis---II, P. R. Krishnaiah, Ed. New York, NY, USA: Academic Press, (1969), 581--592.
- Boland, P. J., and EI-Neweihi, E., Measures of component importance in reliability theory, Comput. Ops. Res., 22 (1995), 455--463.
- Cui, L., Lin, C. and Du, S., m-consecutive-k,l-out-of-n system, IEEE Transactions on Reliability, 64 (2015), 386-393.
- Eryilmaz, S. and Mahmoud, B., Linear m-consecutive-k,l-out-of-n:F system, IEEE Transactions on Reliability, 61(3) (2012), 787-791.
- Eryilmaz, S., m-consecutive-k-out-of-n:F system with overlapping runs: Signature-based reliability analysis, International Journal of Operational Research, 15(1) (2012), 64-73.
- Eryilmaz, S., Joint reliability importance in linear m-consecutive-k-out-of-n:F systems, IEEE Transactions on Reliability, 62(4) (2013), 862-869.
- Eryilmaz, S., Component importance in coherent systems with exchangeable components, Journal of Applied Probability, 52 (2015), 851-863.
- Eryilmaz, S., Oruc, O. E. and Oger, V., Joint reliability importance in coherent systems with exchangeable dependent components, IEEE Transactions on Reliability, 65(3) (2016), 1562-1570.
- Fu, J. C. and Lou, W. Y. W., Distribution Theory of Runs and Patterns and its Applications: A Finite Markov Chain Imbedding Approach, River Edge, NJ: World Scientific, 2003.
- Gao, X., Cui, L. and Li, J., Analysis for joint importance of components in a coherent system, European Journal of Operational Research, 182 (2007), 282-299.
- George, E. O., and Bowman, D., A full likelihood procedure for analyzing exchangeable binary data, Biometrics, 51 (1995), 512-523.
- Gera, A. E., Combined m₁-consecutive-k_{c₁}-out-of-n and m₂-consecutive-k_{c₂}-out-of-n systems, IEEE Transactions on Reliability, 60(2) (2011), 493-497.
- Gertsbakh, I. B., and Shpungin., Y., Combinatorial approach to computing component importance indexes in coherent systems, Probability in the Engineering and Informational Sciences, 26 (2012), 117-128.
- Griffith, W. S., On consecutive-k-out-of-n: failure systems and their generalizations,Reliability and quality control, (1986), 157-165.
- Hagstrom, J. N., Redundancy, substitutes and complements in system reliability, Technical Report. College Bus. Admin., Univ. Illinois, USA, 1990.
- Hagstrom, J. N., and Mak., K. T., System reliability analysis in the presence of dependent component failures, Probability in the Engineering and Informational Sciences, 1 (1987), 425-440.
- Hong, J. S., and Lie, C. H., Joint reliability-importance of two edges in an undirected network, IEEE Transactions on Reliability, 42(1) (1993), 17-33.
- Hong, S., Koo, H. Y. and Lie, C. H., Joint reliability importance of k-out-of-n systems, European Journal of Operational Research, 142 (2002), 539-547.
- Koutras, M. V., Applications of Markov chains to the distribution theory of runs and patterns, Amsterdam: North-Holland, Handbook of Statistics, 2003.
- Kuo, W., and X., Zhu., Importance Measures in Reliability, Risk, and Optimization: Principles and Applications, Hoboken, NJ, USA: Wiley, 2012.
- Kuo, W., and Zuo, M. J., Optimal reliability modeling: principles and applications, John Wiley & Sons, 2003.
- Levitin, G., The Universal Generating Function in Reliability Analysis and Optimization, London: Springer-Verlag Limited, 2010.
- Levitin, G., and Dai., Y., Linear m-consecutive-k-out-of-r-from-n:F systems, IEEE Transactions on Reliability, 60(3) (2011), 640-646.
- Mahmoud, B., and Eryilmaz, S., Joint reliability importance in a binary k-out-of-n:G system with exchangeable dependent components, Quality Technology and Quantitative Management, 11 (2014), 453-460.
- Makri, F. S., and Psillakis, Z. M., On success runs of length exceeded a threshold, Methodol. Comput. Appl. Probab., 13 (2011b), 269-305.
- Makri, F. S., and Psillakis, Z. M., On runs of length exceeding a threshold: normal approximation, Stat. Papers, 52 (2011c), 531-551.
- Makri, F. S., and Psillakis, Z. M., On l-overlapping success runs of ones of length k in sequence of independent binary random variables, Communications in Statistics- Theory and Methods, 44 (2015), 3865-3884.
- Makri, F. S., Philippou, A. N. and Psillakis, Z. M., Polya, Inverse Polya, and Circular Polya distributions of order for l-overlapping success runs, Communications in Statistics- Theory and Methods, 36 (2007), 657-668.
- Papastavridis, S., m-consecutive-k-out-of-n systems, IEEE Transactions on Reliability, 39 (1990), 386-387.
- Rani, M., Jain, K. and Dewan, I., On conditional marginal and conditional joint reliability importance, International Journal of Reliability, Quality and Safety Engineering, 18 (2011), 119-138.
- Xie, M. and Bergman, B., On a general measure of component importance, J. Statist. Planning Inference, 29 (1991), 211--220.
- Xie, M. and Lai, C. D., Exploiting symmetry in the reliability analysis of coherent system, Naval Res. Logist., 43 (1996), 1025--1034.
- Zhu, X., Yao, Q. and Kuo, W., Patterns of the Birnbaum importance in linear consecutive-k-out-of-n systems, IIE Transactions, 44(4) (2012), 277--290.
- Zhu, X., Mahmoud, B. and Mohamed, R., Joint reliability importance in a consecutive k-out-of-n:F system and an m-consecutive-k-out-of-n:F systems for Markov-dependent components, IEEE Transactions on Reliability, 64(2) (2015), 784-798.
- Zhu, X., Mahmoud, B. and Mohamed, R., Reliability and joint reliability importance in a consecutive-k-within-m-out-of-n:F system with Markov dependent components, IEEE Transactions on Reliability, 65(2) (2016), 802-815.
- Zhu, X., Mahmoud, B. Coit, D. W. and Benyahia, A., Reliability and importance measures for m-consecutive-k, l-out-of-n system with non-homogeneous Markov-dependent components, Reliability Engineering and System Safety, 167 (2017), 1-9.