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The Practicalities of Monte Carlo Type Risk Analysis in Mining Projects

机译:矿业项目中蒙特卡罗型风险分析的实用性

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The profitability of individual ore blocks can be classed as clearly profitable, clearly not profitable, and those in between which are by nature quite sensitive to their major cost and revenue drivers. It is often the case that the most effort goes into the least profitable ore blocks to ensure that these will in fact not generate a loss. In these cases a cut-off grade policy is often not sufficiently live to separate individual sources given the volatility of financial markets and individual circumstances of some sources particularly in remnant operations such as Mount Isa Mines' Lead Mine. Standard sensitivity analysis can determine which factors stope profitability is most sensitive to. However, this does not usually indicate the likelihood of any input change, nor the combined effect of multiple inputs changing. The author attempted to modify the Lead Stream financial model that determines cash margin by inserting probability distribution functions and then using Monte Carlo simulations to determine the probability of any particular ore block making a profit. This effectively demonstrates the combined effect of varying a number of inputs simultaneously to provide a probability of making a profit. The limitations of this analysis lie in the accuracy that individual probability distributions can be specified. Attempts to generate valid functions from first principles have proved difficult for a number of reasons and these are discussed along with some practical alternatives.
机译:个人矿石块的盈利能力可以被归类为明确的有利可图,显然是不利的,而那些之间的盈利能力与他们的主要成本和收入司机非常敏感。通常情况是,最多的努力进入最不利的矿区,以确保这些事实上不会产生损失。在这些情况下,在金融市场的波动和一些来源的个人情况下,截止级政策往往不充分地生活,以分离个人来源,特别是某些来源的个人情况,特别是在伊萨矿山的雷梅斯山的遗留行动中。标准敏感性分析可以确定盈利能力最敏感的因素最敏感。但是,这通常不会表示任何输入变化的可能性,也不是多个输入变化的组合效果。作者试图通过插入概率分布函数,然后使用蒙特卡罗模拟来确定任何特定矿石块的概率来修改确定现金余量的铅流财务模型。这有效地展示了同时改变多个输入的组合效果,以提供利润的可能性。该分析的局限性在于可以指定各个概率分布的准确性。由于多种原因,从第一次原则生成有效功能的尝试已经证明是困难的,并且这些原因与一些实用的替代方案一起讨论。

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