Network-of-Networks Framework for Multimodal Hazmat Transportation Risk Mitigation: Application to Used Nuclear Fuel in Canada
Publication: Journal of Hazardous, Toxic, and Radioactive Waste
Volume 24, Issue 3
Abstract
The transportation of hazardous materials (hazmat) is a complex process that continues to receive considerable attention from practitioners and researchers alike. A multimodal system that integrates road and railway networks is often argued as the optimal solution. Given the unique characteristics of each network, the integration of both networks generates an additional layer of complexity attributed to their interdependency. In this respect, the current study utilizes complex network theory to develop a network-of-networks (NoN) framework for multimodal hazmat transportation. Hazmat transportation routes are informed through various measures, including the shortest distance and least vulnerable routes. The case study considered herein applied the developed NoN framework to used nuclear fuel transportation. The analysis results indicate that optimal transportation routes are different for the shortest path and the least vulnerable analysis. These results are expected to inform future hazmat transportation route planning to incorporate more complex and dynamic network characteristics.
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Acknowledgments
The financial support for the study was provided through the Canadian Nuclear Energy Infrastructure Resilience under Systemic Risk (CaNRisk)—Collaborative Research and Training Experience (CREATE) program of the Natural Science and Engineering Research Council (NSERC) of Canada. The support from the INTERFACE Institute and the INViSiONLab, both of McMaster University, is also acknowledged.
References
Abdelaty, H., M. Mohamed, M. Ezzeldin, and W. El-Dakhakhni. 2020. “Quantifying and Classifying the Robustness of Bus Transit Networks.” Transportmetrica A: Transp. Sci. 16 (3): 1176–1216. https://doi.org/10.1080/23249935.2020.1720042.
Abraham, I., D. Delling, A. Fiat, A. V. Goldberg, and R. F. Werneck. 2016. “Highway dimension and provably efficient shortest path algorithms.” J. ACM 63 (5): 41.
Agryzkov, T., L. Tortosa, and J. F. Vicent. 2019. “A variant of the current flow betweenness centrality and its application in urban networks.” Appl. Math. Comput. 347: 600–615.
Assadipour, G., G. Y. Ke, and M. Verma. 2015. “Planning and managing intermodal transportation of hazardous materials with capacity selection and congestion.” Transp. Res.: Part E 76 (2015): 45–57.
Barabási, A.-L. 2016. Network science. Cambridge, UK: Cambridge University Press.
Boccaletti, S., G. Bianconi, R. Criado, C. I. del Genio, J. Gómez-Gardeñes, M. Romance, I. Sendiña-Nadal, Z. Wang, and M. Zanin. 2014. “The structure and dynamics of multilayer networks.” Phys. Rep. 544 (1): 1–122.
Boccaletti, S., V. Latora, Y. Moreno, M. Chavez, and D. U. Hwang. 2006. “Complex networks: Structure and dynamics.” Phys. Rep. 424 (4–5): 175–308.
Buldyrev, S. V., R. Parshani, G. Paul, H. E. Stanley, and S. Havlin. 2010. “Catastrophic cascade of failures in interdependent networks.” Nature 464 (7291): 1025–1028.
Canadian Nuclear Safety Commission. 2017. “High-level radioactive waste.” Accessed July 18, 2017. http://nuclearsafety.gc.ca/eng/waste/high-level-waste/index.cfm.
CBC News. 2017. “Fully loaded tanker trucks that exploded in Highway 400 pileup were ‘bombs on wheels,’ police say.” Accessed November 2, 2017. https://www.cbc.ca/news/canada/toronto/highway-400-fatal-pileup-cookstown-1.4381540.
Dijkstra, E. W. 1959. “A note on two problems in connexion with graphs.” Numer. Math. 1 (1): 269–271.
Ditta, A., O. Figueroa, and G. Galindo. 2019. “A review on research in transportation of hazardous materials.” Socio-Econ. Plann. Sci. 68: 100665.
Estrada, E., and P. Knight. 2015. A first course in network theory. Oxford: Oxford University Press.
Ezzeldin, M., and W. E. El-Dakhakhni. 2019. “Robustness of Ontario power network under systemic risks.” Sustain. Resil. Infrastruct. 1–20. https://doi.org/10.1080/23789689.2019.1666340.
Freeman, L. C. 1977. “A Set of measures of centrality based on betweenness.” Sociometry 40 (1): 35–41.
Gale, D. M., and S. Kariv. 2014. “Financial networks.” Am. Econ. Rev. 97 (2): 99–103.
Gao, J., S. V. Buldyrev, H. E. Stanley, and S. Havlin. 2012. “Networks formed from interdependent networks.” Nat. Phys. 8 (1): 40–48.
Holme, P., and J. Saramäki. 2012. “Temporal networks.” Phys. Rep. 519 (3): 97–125.
Kazerani, A., and Winter, S. 2009. “Can betweenness centrality explain traffic flow.” In Proc., 12th AGILE Int. Conf. on Geographic Information Science, 1–9. Berlin, Germany: Springer-Verlag.
McCombie, C. 2005. “Geological disposal: Global status and key issues.” Pract. Period. Hazard. Toxic Radioact. Waste Manage. 9 (1): 71–80.
Motter, A. E., and Y. C. Lai. 2002. “Cascade-based attacks on complex networks.” Phys. Rev. E: Stat. Nonlinear Soft Matter Phys. 66 (6): 2–5.
National Transportation Safety Board. 2016. Rupture of a DOT-105 rail tank car and subsequent chlorine release at Axiall Corporation. Rep. No. NTSB/HZM-19/01. Accessed April 23, 2019. https://www.ntsb.gov/investigations/AccidentReports/Pages/HZM1901.aspx.
National Transportation Safety Board. 2019. “Accident reports.” Accessed August 22, 2019. https://www.ntsb.gov/investigations/AccidentReports/Pages/AccidentReports.aspx.
NWMO (Nuclear Waste Management Organization). 2010. Moving forward together: Process for selecting a site for Canada’s deep geological repository for used nuclear fuel. Toronto: NWMO.
NWMO (Nuclear Waste Management Organization). 2015a. Programs around the world for managing used nuclear fuel. Toronto: NWMO.
NWMO (Nuclear Waste Management Organization). 2015b. Safe and secure transportation of Canada’s used nuclear fuel. Toronto: NWMO.
NWMO (Nuclear Waste Management Organization). 2016a. What is used nuclear fuel? Toronto: NWMO.
NWMO (Nuclear Waste Management Organization). 2016b. Planning transportation for adaptive phased management. Toronto: NWMO.
Peer, S. K., and D. K. Sharma. 2007. “Finding the shortest path in stochastic networks.” Comput. Math. Appl. 53 (5): 729–740.
Puzis, R., Y. Altshuler, Y. Elovici, S. Bekhor, Y. Shiftan, and A. S. Pentland. 2013. “Augmented betweenness centrality for environmentally aware traffic monitoring in transportation networks.” J. Intell. Transp. Syst. 17 (1): 91–105.
Railway Association of Canada. 2017. “Canadian railway map.” Accessed July 14, 2017. https://rac.jmaponline.net/canadianrailatlas/.
Ren, Y. 2015. “Betweenness centrality and its applications from modeling traffic flows to network community detection.” Ph.D. thesis, Dept. of Physics, Univ. of Notre Dame, Notre Dame, IN.
Salama, M., M. Ezzeldin, W. El-Dakhakhni, and M. Tait. 2020. “Temporal networks: a review and opportunities for infrastructure simulation.” Sustain. Resil. Infrastruct. 1–16. https://doi.org/10.1080/23789689.2019.1708175.
Searag, S., G. Maloney, L. McKeown, and Environment, Energy and Transportation Statistics Division. 2015. “Trucking dangerous goods in Canada, 2004–2012.” Ottawa: Statistics Canada.
Torretta, V., E. C. Rada, M. Schiavon, and P. Viotti. 2017. “Decision support systems for assessing risks involved in transporting hazardous materials: A review.” Saf. Sci. 92: 1–9.
Transport Canada. 2018. Containers for transport of dangerous goods by rail, a transport Canada standard. Ottawa: Transport Canada.
Transportation Safety Board of Canada. 2014. Lac-Mégantic runaway train and derailment investigation summary. Rep. No. R13D0054. Gatineau: Transportation Safety Board of Canada.
Transportation Safety Board of Canada. 2019. “Rail transportation safety investigations and reports.” Accessed August 22, 2019. http://www.bst-tsb.gc.ca/eng/rapports-reports/rail/index.html.
US Census Bureau. 2015. Hazardous materials 2012 economic census. Washington, DC: US Census Bureau.
Verma, M., and V. Verter. 2010. “A lead-time based approach for planning rail-truck intermodal transportation of dangerous goods.” Eur. J. Oper. Res. 202 (3): 696–706.
Verma, M., V. Verter, and N. Zufferey. 2012. “A bi-objective model for planning and managing rail-truck intermodal transportation of hazardous materials.” Transp. Res. Part E 48 (1): 132–149.
Wilensky, U. 1999. Netlogo. Evanston, IL: Center for Connected Learning and Computer-Based Modeling, Northwestern Univ.
Xie, Y., W. Lu, W. Wang, and L. Quadrifoglio. 2012. “A multimodal location and routing model for hazardous materials transportation.” J. Hazard. Mater. 227–228: 135–141.
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© 2020 American Society of Civil Engineers.
History
Received: Jun 11, 2019
Accepted: Oct 8, 2019
Published online: Apr 13, 2020
Published in print: Jul 1, 2020
Discussion open until: Sep 14, 2020
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