Optimizing the topology of complex infrastructure systems can minimize the impact of cascading failures due to an initiating failure event. This paper presents a novel approach for the concept-stage design of complex infrastructure systems by integrating model-based design with network analysis to increase system robustness. This approach focuses on system performance after cascading has occurred, and examines design trade-offs of the resultant (or degraded) system state. In this research, robustness is defined as the invariability of system performance due to uncertain failure events. Where a robust network has the ability to meet minimum performance requirements despite the impact of cascading failures. This research is motivated by catastrophic complex infrastructure system failures such as the August 13th Blackout of 2003, highlighting the vulnerability of systems such as the North American Power Grid (NAPG). A mathematical model was developed using an adjacency matrix, where removing a network connection simulates uncertain failure events. Performance degradation is iteratively calculated as failures cascade throughout the system, and robustness is measured by the lack of performance variability over multiple cascading failure scenarios. Two case studies are provided: an extrapolated IEEE 14 test bus, and the Oregon State University campus power network. The overarching goal of this research is to understand key system design trade-offs between robustness, performance objectives, and cost. In addition, optimizing network topologies to mitigate performance loss during concept-stage design will enable system robustness.
Skip Nav Destination
ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
August 2–5, 2015
Boston, Massachusetts, USA
Conference Sponsors:
- Design Engineering Division
- Computers and Information in Engineering Division
ISBN:
978-0-7918-5705-2
PROCEEDINGS PAPER
Robust Topology Design of Complex Infrastructure Systems
Joseph R. Piacenza,
Joseph R. Piacenza
California State University Fullerton, Fullerton, CA
Search for other works by this author on:
Scott Proper,
Scott Proper
Oregon State University, Corvallis, OR
Search for other works by this author on:
Mir Abbas Bozorgirad,
Mir Abbas Bozorgirad
Optym, Gainesville, FL
Search for other works by this author on:
Irem Y. Tumer,
Irem Y. Tumer
Oregon State University, Corvallis, OR
Search for other works by this author on:
Christopher Hoyle
Christopher Hoyle
Oregon State University, Corvallis, OR
Search for other works by this author on:
Joseph R. Piacenza
California State University Fullerton, Fullerton, CA
Scott Proper
Oregon State University, Corvallis, OR
Mir Abbas Bozorgirad
Optym, Gainesville, FL
Irem Y. Tumer
Oregon State University, Corvallis, OR
Christopher Hoyle
Oregon State University, Corvallis, OR
Paper No:
DETC2015-46560, V01BT02A040; 11 pages
Published Online:
January 19, 2016
Citation
Piacenza, JR, Proper, S, Bozorgirad, MA, Tumer, IY, & Hoyle, C. "Robust Topology Design of Complex Infrastructure Systems." Proceedings of the ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 1B: 35th Computers and Information in Engineering Conference. Boston, Massachusetts, USA. August 2–5, 2015. V01BT02A040. ASME. https://doi.org/10.1115/DETC2015-46560
Download citation file:
10
Views
Related Articles
Inferring Gene Regulatory Networks by Context Dependent and Independent Effects
J. Med. Devices (September,2015)
A Comparison of Network-Based Metrics of Behavioral Degradation in Complex Engineered Systems
J. Mech. Des (December,2016)
Understanding the Impact of Decision Making on Robustness During Complex System Design: More Resilient Power Systems
ASME J. Risk Uncertainty Part B (June,2020)
Related Chapters
Link Prediction in Social Network by SNA and Supervised Learning
International Conference on Mechanical Engineering and Technology (ICMET-London 2011)
On the Exact Analysis of Non-Coherent Fault Trees: The ASTRA Package (PSAM-0285)
Proceedings of the Eighth International Conference on Probabilistic Safety Assessment & Management (PSAM)
Utility Function Fundamentals
Decision Making in Engineering Design