Redundancy allocation problem in a bridge system with dependent subsystems

Author:

Sabri-Laghaie Kamyar1ORCID,Eshkevari Milad1,Fathi Mahdi2,Zio Enrico3

Affiliation:

1. Faculty of Industrial Engineering, Urmia University of Technology, Urmia, Iran

2. Center for Applied Optimization, Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA

3. Dipartimento di Energia, Politecnico di Milano, Milan, Italy

Abstract

The redundancy allocation problem is an important problem in system reliability design. Many researchers have investigated the redundancy allocation problem under different assumptions and for various system configurations. However, most of the studies have disregarded the dependence among components and subsystems. In real-world applications, the performance of components and subsystems can affect each others. For instance, the heat radiated by a subsystem can accelerate degradation of adjacent components or subsystems. In this article, a procedure is proposed for solving the redundancy allocation problem of a bridge structure with dependent subsystems. Copula theory is utilized for modeling dependence among subsystems, and artificial neural network and particle swarm optimization are applied for finding the best redundancy allocation. A numerical example is included to elaborate the proposed procedure and show its applicability.

Publisher

SAGE Publications

Subject

Safety, Risk, Reliability and Quality

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