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Fuzzy Logic-Based Method for Risk Assessment of Belt and Road Infrastructure Projects

机译:基于模糊逻辑的一带一路基础设施项目风险评估方法

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The Belt and Road Initiative (BRI) is an ambitious economic project proposed by the Chinese government that focuses on establishing connectivity, strengthening cooperation, and creating closer economic ties among countries. The idea of BRI is based on the revival of the ancient Silk Road, a trade route that was once connecting China with Central Asia, India, Middle East, Western Asia, and Europe. More than 1,700 infrastructure projects are planned to be implemented under BRI. Such a huge infrastructure investment brings a lot of opportunities as well as risks for nations along the Silk Road, their governments, contractors, and investors. Compared to traditional international construction projects, BRI projects are exposed to additional risks since they are geographically distributed and complex in nature and include more stakeholders. Hence, risk assessment of BRI projects is a complex task that requires an efficient tool capable of providing detailed information about critical risks. To bridge this gap, a novel method is developed and applied to the risk assessment of complex, geographically distributed, and large-scale infrastructure projects, such as BRI projects. The proposed risk assessment method integrates fuzzy matrices, fuzzy logic, and probabilistic theory into a single approach that is applied to assess risks in BRI projects for different regions, as well as regional risk and total risk. In addition, sensitivity analysis is used to optimize the proposed fuzzy logic-based risk assessment method. The key findings are as follows: (1) the main risks in BRI projects are delay in supplying materials, increases in material prices, poor quality of materials, delays in equipment delivery, increases in the costs of equipment use, and economic risk; (2) the highest risk-ranked regions in BRI projects are Central Asia and Eastern Europe, while the lowest risk-ranked region is East Asia; and (3) a weighted-average method is the optimal defuzzification method for the proposed fuzzy logic-based method. The theoretical contribution of this research is a novel risk assessment method that integrates expert judgment, fuzzy sets, fuzzy logic, fuzzy matrices, and probabilistic theory into a single approach supported by sensitivity analysis. In practical terms, this study provides significant information about risks in various regions, regional risk, and overall risk of BRI projects to contractors, investors, and other stakeholders.
机译:``一带一路''倡议是中国政府提出的一个雄心勃勃的经济项目,重点是建立联系,加强合作并建立国家之间的经济联系。 ``一带一路''倡议的思想是基于古老的丝绸之路的复兴,丝绸之路曾经是连接中国与中亚,印度,中东,西亚和欧洲的贸易路线。 ``一带一路''倡议计划实施1,700多个基础设施项目。如此巨大的基础设施投资给“丝绸之路”沿线国家,其政府,承包商和投资者带来了许多机遇和风险。与传统的国际建筑项目相比,“一带一路”项目面临更多风险,因为它们地域分布且性质复杂,并且包括更多的利益相关者。因此,BRI项目的风险评估是一项复杂的任务,需要一个能够提供有关关键风险的详细信息的有效工具。为了弥合这一差距,开发了一种新颖的方法并将其应用于复杂,地理分布且大规模的基础设施项目(例如BRI项目)的风险评估。所提出的风险评估方法将模糊矩阵,模糊逻辑和概率理论集成到一个方法中,该方法可用于评估不同区域的BRI项目中的风险以及区域风险和总风险。另外,使用敏感性分析来优化所提出的基于模糊逻辑的风险评估方法。主要发现如下:(1)“一带一路”项目的主要风险是材料供应延迟,材料价格上涨,材料质量差,设备交付延迟,设备使用成本增加以及经济风险; (2)BRI项目中风险等级最高的地区是中亚和东欧,而风险等级最低的地区是东亚; (3)加权平均法是所提出的基于模糊逻辑的方法的最佳去模糊方法。这项研究的理论贡献是一种新颖的风险评估方法,该方法将专家判断,模糊集,模糊逻辑,模糊矩阵和概率论整合到一个由敏感性分析支持的单一方法中。实际上,该研究向承包商,投资者和其他利益相关者提供了有关各个地区的风险,区域风险以及BRI项目的整体风险的重要信息。

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