A generalized modeling framework to analyze interdependencies among infrastructure systems
Extreme events over the past decade in the USA, ranging from the 9/11 terror attacks to the 2003 Northeast power blackout to the 2005 hurricanes, have highlighted the urgent need to understand the interdependencies among civil infrastructure systems for more effective and efficient planning, design and operations. The need is further highlighted by the challenges arising from the capacity needs of rapid urbanization and the need to renew aging infrastructure. This paper proposes a generalized modeling framework that combines a multilayer network concept with a market-based economic approach to capture the interdependencies among various infrastructure systems with disparate physical and operational characteristics. Thereby, the various infrastructure systems are modeled as individual networks connected through links representing market interactions. The market interactions capture the various types of interdependencies through supply-demand mechanisms. The modeling framework uses a multilayer infrastructure network (MIN) concept, the computable general equilibrium (CGE) theory, and its spatial extension (SCGE), to formulate an equilibrium problem. The mapping between the modeling framework and the real-world context is discussed, followed by a description of the various model components. Numerical experiments are conducted to illustrate the capability of the model to capture various types of interdependencies and to provide insights on the importance of these interdependencies for real-world problems.
Volume (Year): 45 (2011)
Issue (Month): 3 (March)
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- Noelwah R. Netusil & Thomas R. Harris & Chang K. Seung & Jeffrey E. Englin, 2000. "Impacts of water reallocation: A combined computable general equilibrium and recreation demand model approach," The Annals of Regional Science, Springer, vol. 34(4), pages 473-487.
- Lofgren, Hans & Robinson, Sheman, 2002. "Spatial-network, general-equilibrium model with a stylized application," Regional Science and Urban Economics, Elsevier, vol. 32(5), pages 651-671, September.
- McFarland, J. R. & Reilly, J. M. & Herzog, H. J., 2004. "Representing energy technologies in top-down economic models using bottom-up information," Energy Economics, Elsevier, vol. 26(4), pages 685-707, July.
- Klaus Conrad, 1997. "Traffic, transportation, infrastructure and externalities A theoretical framework for a CGE analysis," The Annals of Regional Science, Springer, vol. 31(4), pages 369-389.
- Bhattacharyya, Subhes C., 1996. "Applied general equilibrium models for energy studies: a survey," Energy Economics, Elsevier, vol. 18(3), pages 145-164, July.
- Conrad, Klaus & Heng, Stefan, 2000.
"Financing Road Infrastructure by Savings in Congestion Costs : A CGE Analysis,"
579, Institut fuer Volkswirtschaftslehre und Statistik, Abteilung fuer Volkswirtschaftslehre.
- Klaus Conrad & Stefan Heng, 2002. "Financing road infrastructure by savings in congestion costs: A CGE analysis," The Annals of Regional Science, Springer, vol. 36(1), pages 107-122.
- Shoven,John B. & Whalley,John, 1992.
"Applying General Equilibrium,"
Cambridge University Press, number 9780521319867, October.
- Rutherford, Thomas F, 1999. "Applied General Equilibrium Modeling with MPSGE as a GAMS Subsystem: An Overview of the Modeling Framework and Syntax," Computational Economics, Society for Computational Economics, vol. 14(1-2), pages 1-46, October.
- Victor Ginsburgh & Michiel Keyzer, 2002.
"The Structure of Applied General Equilibrium Models,"
MIT Press Books,
The MIT Press,
edition 1, volume 1, number 0262571579, June.
- Victor Ginsburgh & Michiel Keyzer, 2002. "The structure of applied general equilibrium models," ULB Institutional Repository 2013/3313, ULB -- Universite Libre de Bruxelles.
- Victor Ginsburgh & Michiel Keyzer, 1997. "The structure of applied general equilibrium models," ULB Institutional Repository 2013/1653, ULB -- Universite Libre de Bruxelles.
- Euijune Kim & Geoffrey Hewings & Chowoon Hong, 2004. "An Application of an Integrated Transport Network- Multiregional CGE Model: a Framework for the Economic Analysis of Highway Projects," Economic Systems Research, Taylor & Francis Journals, vol. 16(3), pages 235-258.
- Piyush Tiwari & Masayuki Doi & Hidekazu Itoh, 2003. "A CGE Analysis of the Potential Impact of Information Technology on the Japanese Economy," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 6(1), pages 17-33.
- Adam Rose & Shu-Yi Liao, 2005. "Modeling Regional Economic Resilience to Disasters: A Computable General Equilibrium Analysis of Water Service Disruptions," Journal of Regional Science, Wiley Blackwell, vol. 45(1), pages 75-112.
- Horridge, Mark, 1994. "A computable general equilibrium model of urban transport demands," Journal of Policy Modeling, Elsevier, vol. 16(4), pages 427-457, August.
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