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首页> 外文期刊>Univerzitet u Beogradu. Sumarski Fakultet. Glasnik >Risk management of a torrential flood construction project using the Monte Carlo simulation
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Risk management of a torrential flood construction project using the Monte Carlo simulation

机译:使用蒙特卡洛模拟的洪灾建设项目的风险管理

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Projects for the regulation of torrent basins carry various unforeseen adverse effects that may result in breached deadlines, increased costs, a reduction of quality etc. The paper presents the basic characteristics and most frequent risks associated with erosion control. Furthermore, it provides an overview of risk management through its basic stages - starting from risk identification and risk analysis to risk responses, including the methods used for risk analysis. As a part of quantitative methods for risk analysis, the Monte Carlo method is presented as the one most frequently used in simulations. The Monte Carlo method is a stochastic simulation method consisting of the following stages: the identification of criterion and relevant variables, the allocation of probability for relevant variables, the determination of correlation coefficient among relevant variables, simulation execution and result analysis. This method was applied in the analysis of the total cost of the project for the basin regulation of the Duma?a River in order to determine the funding that would be used as a backup in case of unforeseen events with a negative impact. The project for the regulation of the Duma?a River includes basin regulation in the form of complex flow profile and the lining of zones where necessary in terms of stability. The total cost is presented as a sum of costs of all works (preliminary works, earthworks, masonry works, concrete works and finishing works). The Monte Carlo simulation for cost analysis is carried out using the Oracle Crystal Ball software with its basic steps described in the paper. A sum of funding needed as a financial backup in case of unforeseen events with negative effects is obtained as the simulated total cost of the project.
机译:洪流盆地调节项目会带来各种无法预料的不利影响,可能导致截止期限,成本增加,质量下降等。本文介绍了侵蚀控制的基本特征和最常见的风险。此外,它概述了风险管理的各个基本阶段-从风险识别和风险分析到风险应对,包括用于风险分析的方法。作为风险分析定量方法的一部分,蒙特卡洛方法被认为是模拟中最常用的一种方法。蒙特卡洛方法是一种随机模拟方法,包括以下几个阶段:准则和相关变量的识别,相关变量的概率分配,相关变量之间的相关系数的确定,仿真执行和结果分析。该方法用于分析杜马河流域治理项目的总成本,以便确定在发生不可预见的负面事件时将用作备用资金。杜马河的管制项目包括以稳定流量为形式的流域管制和必要时的区域衬砌。总成本以所有工程(预备工程,土方工程,砖石工程,混凝土工程和装修工程)的成本总和表示。使用Oracle Crystal Ball软件以及本文所述的基本步骤对成本分析进行了蒙特卡洛模拟。获得了在发生不可预见的负面影响的情况下作为财务备份所需的资金总和,作为该项目的模拟总成本。

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