This paper presents a complex network and graph spectral approach to calculate the resiliency of complex engineered systems. Resiliency is a key driver in how systems are developed to operate in an unexpected operating environment, and how systems change and respond to the environments in which they operate. This paper deduces resiliency properties of complex engineered systems based on graph spectra calculated from their adjacency matrix representations, which describes the physical connections between components in a complex engineered systems. In conjunction with the adjacency matrix, the degree and Laplacian matrices also have eigenvalue and eigenspectrum properties that can be used to calculate the resiliency of the complex engineered system. One such property of the Laplacian matrix is the algebraic connectivity. The algebraic connectivity is defined as the second smallest eigenvalue of the Laplacian matrix and is proven to be directly related to the resiliency of a complex network. Our motivation in the present work is to calculate the algebraic connectivity and other graph spectra properties to predict the resiliency of the system under design.
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ASME 2013 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
August 4–7, 2013
Portland, Oregon, USA
Conference Sponsors:
- Design Engineering Division
- Computers and Information in Engineering Division
ISBN:
978-0-7918-5588-1
PROCEEDINGS PAPER
Resilient Design of Complex Engineered Systems
Hoda Mehrpouyan,
Hoda Mehrpouyan
Oregon State University, Corvallis, OR
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Brandon Haley,
Brandon Haley
Oregon State University, Corvallis, OR
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Andy Dong,
Andy Dong
University of Sydney, Sydney, NSW, Australia
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Irem Y. Tumer,
Irem Y. Tumer
Oregon State University, Corvallis, OR
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Chris Hoyle
Chris Hoyle
Oregon State University, Corvallis, OR
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Hoda Mehrpouyan
Oregon State University, Corvallis, OR
Brandon Haley
Oregon State University, Corvallis, OR
Andy Dong
University of Sydney, Sydney, NSW, Australia
Irem Y. Tumer
Oregon State University, Corvallis, OR
Chris Hoyle
Oregon State University, Corvallis, OR
Paper No:
DETC2013-13248, V03AT03A048; 10 pages
Published Online:
February 12, 2014
Citation
Mehrpouyan, H, Haley, B, Dong, A, Tumer, IY, & Hoyle, C. "Resilient Design of Complex Engineered Systems." Proceedings of the ASME 2013 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 3A: 39th Design Automation Conference. Portland, Oregon, USA. August 4–7, 2013. V03AT03A048. ASME. https://doi.org/10.1115/DETC2013-13248
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