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首页> 外文期刊>Mathematical Problems in Engineering: Theory, Methods and Applications >Safety Assessment in Road Construction Work System Based on Group AHP-PCA
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Safety Assessment in Road Construction Work System Based on Group AHP-PCA

机译:基于Group AHP-PCA的道路建设工作系统安全评估

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摘要

The effectiveness and the safety of road construction depend on many factors that pose the greatest risk to system safety. The aim of this study is to conduct a comprehensive assessment for these risk factors to contribute to the safety performance of road construction. To achieve this goal, this study constructs a hierarchical safety assessment framework comprising comprehensive risk indicators according to rich work experience and a relevant literature review and then proposes a group AHP-PCA (group analytic hierarchy process-principal component analysis) to calculate the weights of relevant risk factors. The important rankings of a case study using GAHP-PCA show that professional skill, safety education, and work attitude are the most important factors, which are consistent with the experience and knowledge of road construction safety management. The results also demonstrate that judgment dispersion naturally existing in classical AHP can be effectively reduced when combined with PCA, which is the innovation point of the method given in this article.
机译:道路建设的有效性和安全性取决于许多因素对系统安全构成最大风险。本研究的目的是对这些风险因素进行综合评估,以促进道路建设的安全性能。为了实现这一目标,本研究构建了一种分层安全评估框架,包括根据丰富的工作经验和相关文献审查,并提出了一个组AHP-PCA(分析层次分析 - 主要成分分析)来计算权重相关风险因素。使用GAHP-PCA的案例研究的重要排名表明,专业技能,安全教育和工作态度是最重要的因素,这与道路建设安全管理的经验和知识一致。结果还表明,当与PCA结合时,可以有效地减少在经典AHP中自然存在的判断分散,这是本文中给出的方法的创新点。

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