Title:
|
Single-use reliability computation of a semi-Markovian system (English) |
Author:
|
D'Amico, Guglielmo |
Language:
|
English |
Journal:
|
Applications of Mathematics |
ISSN:
|
0862-7940 (print) |
ISSN:
|
1572-9109 (online) |
Volume:
|
59 |
Issue:
|
5 |
Year:
|
2014 |
Pages:
|
571-588 |
Summary lang:
|
English |
. |
Category:
|
math |
. |
Summary:
|
Markov chain usage models were successfully used to model systems and software. The most prominent approaches are the so-called failure state models Whittaker and Thomason (1994) and the arc-based Bayesian models Sayre and Poore (2000). In this paper we propose arc-based semi-Markov usage models to test systems. We extend previous studies that rely on the Markov chain assumption to the more general semi-Markovian setting. Among the obtained results we give a closed form representation of the first and second moments of the single-use reliability. The model and the validity of the results are illustrated through a numerical example. (English) |
Keyword:
|
system reliability |
Keyword:
|
semi-Markov chain |
Keyword:
|
usage model |
MSC:
|
60K15 |
MSC:
|
65C40 |
MSC:
|
65R20 |
MSC:
|
90B25 |
idZBL:
|
Zbl 06391451 |
idMR:
|
MR3255796 |
DOI:
|
10.1007/s10492-014-0072-4 |
. |
Date available:
|
2014-09-29T09:02:58Z |
Last updated:
|
2020-07-02 |
Stable URL:
|
http://hdl.handle.net/10338.dmlcz/143931 |
. |
Reference:
|
[1] Barbu, V., Boussemart, M., Limnios, N.: Discrete-time semi-Markov model for reliability and survival analysis.Commun. Stat., Theory Methods 33 (2004), 2833-2868. Zbl 1089.60525, MR 2138658, 10.1081/STA-200037923 |
Reference:
|
[2] Barbu, V., Limnios, N.: Semi-Markov Chains and Hidden Semi-Markov Models toward Applications. Their Use in Reliability and DNA Analysis.Lecture Notes in Statistics 191 Springer, New York (2008). Zbl 1208.60001, MR 2452304 |
Reference:
|
[3] Blasi, A., Janssen, J., Manca, R.: Numerical treatment of homogeneous and non-homogeneous semi-Markov reliability models.Commun. Stat., Theory Methods 33 (2004), 697-714. Zbl 1114.60327, MR 2056962, 10.1081/STA-120028692 |
Reference:
|
[4] Ciardo, G., Marie, R. A., Sericola, B., Trivedi, K. S.: Performability analysis using semi-Markov reward processes.IEEE Trans. Comput. C-39 (1990), 1251-1264. 10.1109/12.59855 |
Reference:
|
[5] D'Amico, G.: The crossing barrier of a non-homogeneous semi-Markov chain.Stochastics 81 (2009), 589-600. Zbl 1196.60147, MR 2589413, 10.1080/17442500903278892 |
Reference:
|
[6] D'Amico, G.: Age-usage semi-Markov models.Appl. Math. Modelling 35 (2011), 4354-4366. Zbl 1225.90034, MR 2801959, 10.1016/j.apm.2011.03.006 |
Reference:
|
[7] D'Amico, G., Petroni, F., Prattico, F.: Reliability measures of second-order semi-Markov chain applied to wind energy production.Journal of Renewable Energy 2013 (2013), Article ID 368940, 6 pp. |
Reference:
|
[8] Janssen, J., Manca, R.: Semi-Markov Risk Models for Finance, Insurance and Reliability.Springer, New York (2007). Zbl 1144.91027, MR 2301626 |
Reference:
|
[9] Limnios, N.: Reliability measures of semi-Markov systems with general state space.Methodol. Comput. Appl. Probab. 14 895-917 (2012). Zbl 1259.60106, MR 2993738, 10.1007/s11009-011-9211-5 |
Reference:
|
[10] Limnios, N., Oprişan, G.: Semi-Markov Processes and Reliability.Statistics for Industry and Technology Birkhäuser, Basel (2001). Zbl 0990.60004, MR 1843923 |
Reference:
|
[11] Prowell, S. J., Poore, J. H.: Computing system reliability using Markov chain usage models.J. Systems Software 73 (2004), 219-225. 10.1016/S0164-1212(03)00241-3 |
Reference:
|
[12] Sayre, K. D.: Improved Techniques for Software Testing Based on Markov Chain Usage Models.PhD Thesis, The University of Tennessee, Knoxville, Tennessee (1999). |
Reference:
|
[13] Sayre, K. D., Poore, J. H.: Stopping criteria for statistical testing.Information and Software Technology 42 (2000), 851-857. 10.1016/S0950-5849(00)00110-5 |
Reference:
|
[14] Whittaker, J. A., Poore, J. H.: Markov analysis of software specifications.ACM Transactions on Software Engineering and Methodology (1993), 93-106. 10.1145/151299.151326 |
Reference:
|
[15] Whittaker, J. A., Thomason, M. G.: A Markov chain model for statistical software testing.IEEE Transactions on Software Engineering 30 (1994), 812-824. 10.1109/32.328991 |
. |