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BIAS AND ERROR IN MINE PROJECT CAPITAL COST ESTIMATION

机译:矿井项目资本成本估算中的偏见和错误

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Previous analyses of small samples of mining projects have found that feasibility studies tend to well under-estimate the actual capital costs of the project. Our review of 63 mining and smelting projects completed over 4 decades confirms that as-built capital costs are, on average, 25 percent higher than as estimated at the bankable feasibility study stage. There appears to be little attenuation over time of this bias in capital cost estimation, at first appearing to reflect an absence of learning on the part of the consulting engineer. We instead argue that this persistence of bias is intentional, driven by a scarcity of project financing and the need to inflate the project economics in a bid to secure financing. Around this intentional bias is a considerable amount of scatter. Roughly half of all projects' as-built capita costs fall outside of the expected ±15 percent of the feasibility study capital cost estimate, even after allowing for intentional estimation bias. Cost overruns of 100 percent or more happen in roughly 1 out of 13 projects. The data reveal that a shifted lognormal probability distribution should be used when modeling mining project capital costs in a Monte Carlo analysis.
机译:之前的采矿项目的小样本分析已经发现,可行性研究倾向于估计项目的实际资本成本。我们对63项采矿和冶炼项目的审查完成了40多年的确认,即建造的资本成本平均比银行可行性研究阶段的估计高25%。在资本成本估算中,随着时间的推移,在资本成本估算中似乎很少衰减,首先出现在咨询工程师的缺失的情况下反映了学习。我们认为,偏见的这种持续存在是故意的,这是由项目融资的稀缺驱动的推动,并且需要将项目经济学的需求达到竞标,以确保融资。围绕这种故意偏见是相当数量的散射。即使在允许故意估计偏见之后,所有项目的项目的竣工人均成本中的所有项目的一半以外的均为可行性研究资本成本估算的成本估算。在13个项目中大约有1个,成本超支100%或更大发生。数据表明,应在蒙特卡罗分析中建模挖掘项目资本成本时使用移位的Lognormal概率分布。

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