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Transportation infrastructure investment decision making under uncertainty and risk.

机译:在不确定性和风险下的运输基础设施投资决策。

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摘要

Investment in new transportation infrastructure is capital-intensive and irreversible in nature. Uncertainty and risk are two inherent problems associated with such investments, and must be analyzed prudently. Though these two terms are often used interchangeably, their implications from investment viewpoint are somewhat different. While uncertainties stem from lack of knowledge about the state of future affairs, risks are associated with some understanding of the likelihood of the future outcomes. Private sector participation in infrastructure investment has gained popularity in recent times because of scarcity of resources at the public sector, and because of the ability of the private sector to build, operate, maintain such facilities, and share future risk. Transportation infrastructures investment is of interest to three principal entities: (1) the private, (2) the public, and (3) the user, each having a different set of objectives/expectations. It is imperative to determine the economic viability of the investment from single and multiple entity perspective.;A bi-level programming is proposed to address uncertainty in decision making for these entities. At the upper level, the objective of each entity is optimized while at the lower level, optimal demand is obtained by elastic traffic assignment. Randomness in travel demand reflects uncertainty and used in the elastic traffic assignment procedure. The bi-level process results in the feasibility of each single entity perspective. A set of relaxation policies is proposed to form Ownership, Tenure, and Governance (OTG) strategies reflecting the nature and level of participation of the three entities. The uncertainty analysis output serves as input to the risk analysis. Monte Carlo Simulation is used to address risks for feasible policy options selected from uncertainty analysis. The concept of Value at Risk (VaR) is used to quantify risk. A methodology is proposed to integrate uncertainty and risk.;Finally, a multi-objective optimization (MOO) reflecting the perspectives of all three entities are proposed. MOO resulted in pareto optimal solutions to serve as tradeoff between the participation levels of the multiple entities. To obtain the relative importance of each entity within an OTG strategy, a questionnaire survey was conducted among knowledgeable transportation professionals in the states of Michigan and Ohio. Analytic Hierarchy Process (AHP) is used as a tool to determine the relative importance of entities obtained from survey responses. AHP and MOO are integrated to determine the feasibility of OTG strategies from multi entity perspectives. The framework is tested on the proposed multibillion dollar international river crossing connecting the city of Detroit in the U.S. and the city of Windsor in Canada. The combination of both uncertainty and risk reveals insights to the probable outcomes for a transportation infrastructure investment. This methodology can be used as a tool for transportation infrastructure investment decision making process.
机译:对新运输基础设施的投资本质上是资本密集型且不可逆转的。不确定性和风险是与此类投资相关的两个固有问题,必须谨慎分析。尽管这两个术语经常互换使用,但从投资角度来看它们的含义有些不同。尽管不确定性源于对未来事务状态的了解,但风险与对未来结果可能性的某种理解有关。由于公共部门资源匮乏,以及由于私营部门有能力建设,运营,维护此类设施并分担未来风险,因此私营部门参与基础设施投资的行为最近变得越来越流行。运输基础设施投资涉及三个主要实体:(1)私人,(2)公众和(3)用户,每个实体都有一组不同的目标/期望。必须从单个和多个实体的角度确定投资的经济可行性。提出了一种双层规划来解决这些实体决策的不确定性。在较高级别上,优化每个实体的目标,而在较低级别上,通过弹性流量分配获得最佳需求。出行需求的随机性反映了不确定性,并在弹性交通分配过程中使用。双层过程导致每个单个实体角度的可行性。提出了一套放松政策,以形成所有权,使用权和治理(OTG)战略,以反映三个实体参与的性质和水平。不确定性分析输出用作风险分析的输入。蒙特卡洛模拟用于解决从不确定性分析中选择的可行政策选择的风险。风险价值(VaR)概念用于量化风险。提出了一种综合不确定性和风险的方法。最后,提出了反映所有三个实体观点的多目标优化(MOO)。 MOO得出了pareto最佳解决方案,可以在多个实体的参与级别之间进行权衡。为了获得OTG战略中每个实体的相对重要性,在密歇根州和俄亥俄州的知识渊博的运输专业人员中进行了问卷调查。层次分析法(AHP)用作确定从调查答复中获得的实体的相对重要性的工具。集成了AHP和MOO,以从多实体的角度确定OTG策略的可行性。该框架在拟议中的数十亿美元的国际河道中进行了测试,该河道连接了美国的底特律市和加拿大的温莎市。不确定性和风险的结合揭示了对运输基础设施投资可能产生的结果的见识。该方法可以用作交通基础设施投资决策过程的工具。

著录项

  • 作者

    Mishra, Sabyasachee.;

  • 作者单位

    Wayne State University.;

  • 授予单位 Wayne State University.;
  • 学科 Engineering Civil.;Transportation.
  • 学位 Ph.D.
  • 年度 2009
  • 页码 210 p.
  • 总页数 210
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 建筑科学;综合运输;
  • 关键词

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