Int. J. Reliability and Safety, Vol. 1, Nos. 1/2, 2006 137
Copyright © 2006 Inderscience Enterprises Ltd.
Efficient first-order reliability analysis of
multidisciplinary systems
Sankaran Mahadevan* and Natasha Smith
Department of Civil and Environmental Engineering,
Vanderbilt University,
Box 1831-B, Nashville, TN 37235, USA
E-mail: sankaran.mahadevan@vanderbilt.edu
E-mail: Natasha.l.smith@vanderbilt.edu
*Corresponding author
Abstract: This paper develops two algorithms that address the reliability
evaluation of complex multidisciplinary engineering systems. In particular,
systems with feedback coupling – a common characteristic of many
multidisciplinary analyses – are considered. In such analyses, iterative
convergence loops are needed to resolve inconsistencies in feedback variables.
Assessing the reliability of such systems with a traditional ‘black box’ or fully
coupled approach requires Multidisciplinary Analysis (MDA) convergence
loops nested inside iterative loops for probabilistic analysis. The resulting
computational effort is unacceptable for most high fidelity analyses. Therefore,
this paper proposes two first-order reliability analysis methods that efficiently
apply probabilistic analysis to multidisciplinary systems with feedback using a
decoupling approach. The first method uses a First-Order Second Moment
(FOSM) technique to characterise intermediate variables while applying more
rigorous reliability analysis on the system as a whole. The second algorithm
gives a specific solution to a decoupled first-order reliability analysis
formulation as an optimisation problem. Each method is applied to an
illustrative mathematical model and compared to otherwise equivalent coupled
approaches with respect to accuracy and computational effort.
Keywords: Multidisciplinary Analysis (MDA); optimisation; probabilistic
methods; reliability analysis; coupled systems; decoupling.
Reference to this paper should be made as follows: Mahadevan, S. and
Smith, N. (2006) ‘Efficient first-order reliability analysis of multidisciplinary
systems’, Int. J. Reliability and Safety, Vol. 1, Nos. 1/2, pp.137–154.
Biographical notes: Prof. Sankaran Mahadevan is the Director of Vanderbilt
University’s NSF-funded multidisciplinary graduate programme in Reliability
and Risk Engineering and Management. He received his PhD in 1988 from
Georgia Institute of Technology. His research contributions are in
model-based simulation, mechanical systems durability, reliability and risk
assessment, design optimisation and model validation techniques, with
applications to civil infrastructure, automotive and aerospace systems.
His research has been funded by NASA, DOD, DOE, NSF, GM,
DaimlerChrysler, Union Pacific and Oak Ridge, Sandia and Idaho National
Laboratories. His research is documented in more than 200 publications.
Natasha Smith is a PhD candidate and an NSF-IGERT fellow in Vanderbilt
University’s multidisciplinary graduate programme in Reliability and Risk
Engineering and Management. Her dissertation research has focused on
reliability-based design of multidisciplinary systems.