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Preview on megaprojects contingency determination

机译:大型项目意外事件确定预览

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This paper previews the literature on megaprojects contingency determination techniques. Project cost estimate has two components, the baseline estimate and contingency estimate. Sum of these two estimates forms an initial cost estimate for the project. Contingency cost is added to make provision for uncertainties. Final project cost often exceeds the initial cost estimate. Similarly, final project schedule often exceeds the initial schedule. The deviation of the final cost from the initial cost comes as a result of poor contingency determination. The following techniques are usually used to estimate contingencies: traditional percentage, Monte Carlo (risk analysis), artificial neural networks, regression analysis, expert judgement, and case based reasoning. Regression methods are widely used especially in megaprojects in the energy sector, because of the belief that this technique performs better compared to others. When there is no direct historic data regression methods become useless. To overcome this challenge, system dynamics and Dirichlet process techniques are proposed.
机译:本文概述了有关大型项目意外事件确定技术的文献。项目成本估算有两个组成部分,即基线估算和应急估算。这两个估算的总和构成该项目的初始成本估算。添加了不可预见费以计入不确定性。最终项目成本通常会超过初始成本估算。同样,最终项目进度通常会超出初始进度。最终成本与初始成本之间的偏差是由于无法确定意外事件而导​​致的。通常使用以下技术来估计突发事件:传统百分比,蒙特卡洛(风险分析),人工神经网络,回归分析,专家判断和基于案例的推理。回归方法被广泛使用,尤其是在能源领域的大型项目中,因为人们认为该方法比其他方法表现更好。如果没有直接的历史数据,则回归方法将变得毫无用处。为了克服这一挑战,提出了系统动力学和Dirichlet工艺技术。

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