1 / 8

Spatial Network Modeling for Resilience and Sustainability in Infrastructure Systems

Explore the analysis of infrastructure systems and network architecture in the context of resilience and sustainability. Learn about scale-free and exponential networks, topological hazard tolerance, and the development of spatial network models.

iliana-neal
Télécharger la présentation

Spatial Network Modeling for Resilience and Sustainability in Infrastructure Systems

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Modelling Infrastructure Systems for Resilience and Sustainability Sarah Dunn, Sean Wilkinson, Gaihua Fu and Richard Dawson

  2. Analysis of Infrastructure Systems Underlying Network Architecture Vejvodova (2006)

  3. Scale-Free Networks Exponential Networks • The Internet • (Albert, et al. Nature: 1999) • The World-Wide-Web • (Albert, et al. Nature: 2000) • Electrical Distribution Systems • (Sole, et al. 2008) • Airline Networks • (Wilkinson, et al. 2012) Carvalho, et al. (2009) Newman (2003)

  4. Network Generation Algorithms • Scale-free network generation algorithm: Barabasi, A. L. and Albert, R. (1999). "Emergence of scaling in random networks." Science 286(5439): 509-512.

  5. Network Generation Algorithms • Exponential network generation algorithm: Wilkinson, S. M., Dunn, S., and Ma, S., (2012) ‘The Vulnerability of the European Air Traffic Network to Spatial Hazards’ Natural Hazards. 60(3): 1027-1036.

  6. Topological Hazard Tolerance • Infrastructure networks have been shown to be: • Resilient to random hazard

  7. Topological Hazard Tolerance • Infrastructure networks have been shown to be: • Vulnerable to targeted attack

  8. Development of Spatial Network Model • Starts with the input of initial conditions • Seed node locations and their geographic influence • The remaining nodes are then added individually • Each cluster can attract new nodes • New nodes located randomly within cluster • Each cluster expands with added nodes

More Related