Complex System Reliability Optimisation: Further Assessment of a Multicriteria Approach

Article Preview

Abstract:

Optimal allocation of reliability to components of a system is one of the several ways of ensuring high system reliability in design. The problem which is typically formulated as single criterion optimisation encounters difficulty when the analytic system reliability expression is intractable usually as a result of complex system configuration. The current work re-examines a novel approach previously developed by the authors which takes a multicriteria view of the problem on the basis of the minimum cut sets of a system, and thus avoids finding the top level system reliability before optimisation. The model and methodology was applied to two complex system reliability allocation problems: a classical one and one associated with electricity transmission. The results were consistent with previously obtained ones by the authors and with the reliability importance of some notable components.

You might also be interested in these eBooks

Info:

Pages:

108-118

Citation:

Online since:

August 2016

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2016 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

* - Corresponding Author

[1] S.B. Twum, E. Aspinwall, J. Fliege, A Multi-criteria Optimisation Model for Reliability Design of Series-Parallel Systems – Part I, International Journal of Quality & Reliability Management, Vol. 29 No. 9, (2012) p.1038 – 1055.

DOI: 10.1108/02656711211272944

Google Scholar

[2] S.B. Twum, E. Aspinwall, Appraisal of a Novel Reliability Optimisation Model using Hypothetical Problems, International Journal of Engineering Research in Africa Vol. 12 No 1(2014) p.1 – 14.

DOI: 10.4028/www.scientific.net/jera.12.1

Google Scholar

[3] S.B. Twum, E. Aspinwall, Complex Systems Reliability Optimisation: A Multi-criteria Approach, International Journal of Engineering Research in Africa Vol. 9 (2013a) p.13 – 21.

DOI: 10.4028/www.scientific.net/jera.9.13

Google Scholar

[4] D.D. T O'Connor, Practical Reliability Engineering 3rd Ed., John Wiley & Sons Ltd., England, (1995).

Google Scholar

[5] A. L Reibman, M. Veeraraghavan, Reliability Modelling: An Overview for System Designers, IEEE Transactions on Reliability (1991) pp.49-57.

DOI: 10.1109/2.76262

Google Scholar

[6] E.P. Zafiropoulos, E. N Dialynas, Methodology for the Optimal Component Selection of Electronic Devices under Reliability and Cost constraints, Quality and Reliability Engineering International, 23 (2007) pp.885-897.

DOI: 10.1002/qre.850

Google Scholar

[7] Reliability Edge, Updating the Classic Reliability Block Diagram Methodology and Constraints, Reliability Edge, Quarter 3, Vol. 3, issue 2 (2002) ReliaSoft Corporation, USA.

Google Scholar

[8] Distefano S., Xing L. (2006) A New Approach to Modelling the System Reliability: Dynamic Reliability Block Diagrams, ISSN 1-4244-00082 IEEE, pp.189-195.

DOI: 10.1109/rams.2006.1677373

Google Scholar

[9] W. Kuo, V.R. Prasad, F.A. Tillman, C. Hwang, Optimal Reliability Design: Fundamentals and Applications, Cambridge University Press, U.K. (2001).

Google Scholar

[10] D. Kececioglu, Reliability Engineering Handbook, Vol. 2, DEStech Publications Inc., U.K. (2002).

Google Scholar

[11] H. Lee, W. Kuo, C. Ha, Comparison of Max-Min Approaches and NN Method for Reliability Optimization of Series-Parallel Systems, Journal of Systems Sciences and Systems Engineering Vol. 12, No. 1(2003) pp.39-48.

DOI: 10.1007/s11518-006-0119-5

Google Scholar

[12] M.M. Atiqullah, S.S. Rao, Reliability Optimization of Communication Networks using Simulated Annealing, Microelectron Reliability Vol. 33, No. 9 (1993) pp.1303-1319.

DOI: 10.1016/0026-2714(93)90132-i

Google Scholar

[13] S.V. Amari, H. Pham, K. Gidda, S.K. Priya, A Novel Approach for Spares Optimization of Complex Repairable Systems, RAMS, 0-7803-8824-0/05 (2005) pp.355-360.

DOI: 10.1109/rams.2005.1408388

Google Scholar

[14] J.S. Provan, Bounds on the Reliability of Networks, IEEE Transactions on Reliability, Vol. R-35, No. 3 (1986) pp.260-268.

DOI: 10.1109/tr.1986.4335429

Google Scholar

[15] G. Thangamani, Bounding Algorithms for Two-Terminal Network Reliability, Microelectron Reliability Vol. 34, No. 6 (1994) pp.969-981.

DOI: 10.1016/0026-2714(94)90062-0

Google Scholar

[16] M. Marsegurra, E. Zio, L. Podofillini, D.W. Coit, Optimal Design of Reliability Network Systems in Presence of Uncertainty, IEEE Transactions on Reliability, Vol. 54, No. 2 (2005) pp.243-253.

DOI: 10.1109/tr.2005.847279

Google Scholar

[17] W. Kuo, M.J. Zuo, Optimal Reliability Modelling: Principles and Applications, Wiley & Sons Inc. USA, (2003).

Google Scholar

[18] S.S. Rao, Reliability-Based Design, McGraw Hill, Inc., New York, USA, (1992).

Google Scholar

[19] T. Jin, D. W Coit, Approximating Network Reliability Estimates using Linear and Quadratic Unreliability of Minimal Cuts, Reliability Engineering and System Safety, 82 (2003) pp.41-48.

DOI: 10.1016/s0951-8320(03)00117-0

Google Scholar

[20] W. Wang, J. Loman, P. Vassiliou, Reliability Importance of Components in a Complex System, Reliability Availability And Maintainability Symposium, IEEE (2004) p.6 – 11.

DOI: 10.1109/rams.2004.1285415

Google Scholar

[21] J.F. Espiritu, D.W. Coit, U. Prakash, Component Criticality Importance Measures for the Power Industry, Electric Power Systems Research 77 (2007) p.407 – 420.

DOI: 10.1016/j.epsr.2006.04.003

Google Scholar

[22] S.K. Chen, T.K. Ho, B.H. Mao, Reliability Evaluations of Railway Power Supplies by Fault Tree Analysis, IET Electric Power Appl. 1 (2) (2007) p.161 – 172.

DOI: 10.1049/iet-epa:20060244

Google Scholar

[23] W. Kuo, R. Prasad, An Annotated Overview of System-Reliability Optimization, IEEE Transactions on Reliability Vol. 49 No. 2 (2000) p.176 – 187.

DOI: 10.1109/24.877336

Google Scholar

[24] S.B. Twum, E. Aspinwall, Models in Design for Reliability Optimisation, American Journal of Scientific & Industrial Research Vol. 4 No. 1 (2013b) p.95 – 110.

DOI: 10.5251/ajsir.2013.4.1.95.110

Google Scholar

[25] J. Zhao, Z. Liu, M. Dao, Reliability Optimization using Multiobjective Ant Colony System Approaches, Reliability Engineering and system Safety 92 (2007) pp.109-120.

DOI: 10.1016/j.ress.2005.12.001

Google Scholar

[26] Z. Wang, A Multi-objective Approach to Redundancy Allocation Problem in Parallel-Series Systems, Evolutionary Computation IEEE Congress on Reliability 18 – 21 May 2009, p.582 – 589.

DOI: 10.1109/cec.2009.4982998

Google Scholar

[27] P.S. Shelokar, V.K. Jayaraman, B.D. Kulkarni, Ant Algorithm for Single and Multi-objective Reliability Optimization Problems, Quality and Reliability Engineering International Vol. 18 (2002) p.497 – 514.

DOI: 10.1002/qre.499

Google Scholar