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Risk assessment of river-type hydropower plants using fuzzy logic approach

机译:基于模糊逻辑的河流型水电站风险评估

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摘要

In this paper, a fuzzy rating tool was developed for river-type hydropower plant projects, and risk assessment and expert judgments were utilized instead of probabilistic reasoning. The methodology is a multi-criteria decision analysis, which provides a flexible and easily understood way to analyze project risks. The external risks, which are partly under the control of companies, were considered in the model. A total of eleven classes of risk factors were determined based on the expert interviews, field studies and literature review as follows: site geology, land use, environmental issues, grid connection, social acceptance, macroeconomic, natural hazards, change of laws and regulations, terrorism, access to infrastructure and revenue. The relative importance of risk factors was determined from the survey results. The survey was conducted with the experts that have experience in the construction of river-type hydropower schemes. The survey results revealed that the site geology and environmental issues were considered as the most important risks. The new risk assessment method enabled a Risk Index (R) value to be calculated, establishing a 4-grade evaluation system. The proposed risk analysis will give investors a more rational basis to make decisions and it can prevent cost and schedule overruns.
机译:本文针对河流型水电站项目开发了一种模糊评价工具,并利用风险评估和专家判断代替了概率推理。该方法是一种多标准决策分析,它提供了一种灵活且易于理解的方式来分析项目风险。该模型考虑了部分由公司控制的外部风险。根据专家访谈,现场研究和文献综述,共确定了11类风险因素:现场地质,土地使用,环境问题,电网连接,社会接受度,宏观经济,自然灾害,法律法规变更,恐怖主义,获得基础设施和税收的机会。风险因素的相对重要性由调查结果确定。这项调查是由在河流型水电计划建设方面经验丰富的专家进行的。调查结果表明,现场地质和环境问题被认为是最重要的风险。新的风险评估方法可以计算风险指数(R)值,从而建立了4级评估系统。拟议的风险分析将为投资者提供更理性的决策依据,并且可以防止成本和进度超支。

著录项

  • 来源
    《Energy Policy》 |2011年第10期|p.6683-6688|共6页
  • 作者

    Serhat Kucukali;

  • 作者单位

    Civil Engineering Department, (ankaya University, Balgot 06530, Ankara, Turkey;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    hydropower; risk analysis; fuzzy logic;

    机译:水电风险分析;模糊逻辑;

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