地下采矿项目蒙特卡罗模拟风险分析

F. Cardozo, C. Petter, N. Albuquerque
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引用次数: 0

摘要

本研究介绍了蒙特卡罗方法作为风险分析程序在经济评估中的应用,通过所提出的评估方法,涵盖了概念和预可行性项目的各个阶段。除了文献综述之外,该方法还应用于巴西地下金矿项目的现金流,该项目采用长孔采矿法开采。因此,确定性评估方法与蒙特卡罗方法提供的概率输出进行了比较。风险分析可以评估经济模型输入数据变化的影响:矿石含量、吨位、矿石价格、OPEX(运营支出)、CAPEX(资本支出)、调试时间和采矿回收率。在所研究的示例中,模拟情景表明,NPV(净现值)大于零的可能性为98.6%,平均NPV为261.186美元,而确定性现金流量评估为287.513美元。所有这些分析对于评价采矿企业失败的风险、投资以及经济和财政可行性是必不可少的,对于类似研究中的规划和决策也是必不可少的。probabilistica卡洛。Modelo econômico:投资者的基本决策。龙卷风敏感性分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Monte Carlo simulation risk analysis for underground mining projects
This study presents the application of the Monte Carlo method as a procedure of risk analysis in economic evaluation, covering, through the evaluation methodology presented, the stages of conceptual and pre-feasibility projects. In addition to the literature review, the methodology was applied to a cash flow prepared for an underground gold mine project in Brazil, exploited through the long hole mining method. Thus, deterministic evaluation methodologies were compared with the probabilistic output provided by the Monte Carlo method. The risk analysis made it possible to evaluate the impact of variations in the economic model’s input data: ore content, tonnage, ore price, OPEX (Operational Expenditure), CAPEX (Capital Expenditure), commissioning time, and mining recovery. In the example studied, the simulated scenarios indicated a 98.6% chance of the NPV (Net Present Value) being greater than zero and a mean NPV of $ M 261.186 versus $ M 287.513 from the deterministic cash flow evaluation. All these analyses are essential to evaluate the risks of failure, investments and economic and financial viability of a mining enterprise, being essential for planning and decision making in similar studies. probabilística Carlo. modelo econômico: investimentos fundamental decisão similares. Tornado Sensitivity Analysis.
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