Monte Carlo simulation risk analysis for underground mining projects

F. Cardozo, C. Petter, N. Albuquerque
{"title":"Monte Carlo simulation risk analysis for underground mining projects","authors":"F. Cardozo, C. Petter, N. Albuquerque","doi":"10.4322/2176-1523.20222681","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":53327,"journal":{"name":"Tecnologia em Metalurgia Materiais e Mineracao","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Tecnologia em Metalurgia Materiais e Mineracao","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4322/2176-1523.20222681","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

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.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
地下采矿项目蒙特卡罗模拟风险分析
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。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
40
审稿时长
12 weeks
期刊最新文献
Projeto, construção e validação de um tribômetro ball-cratering de configuração mecânica esfera-fixa Influência das temperaturas de pré e pós-aquecimento sobre a formação de trincas induzidas por hidrogênio na soldagem de reparo de aços AISI D6 Study of the polystyrene degradation in water using nanoparticle tracking analysis (NTA) Flotação seletiva de minério fosfático sílico-carbonatado com coletores anfotéricos Pré-concentração de minério de ouro para caracterização das formas de ocorrência e associações minerais
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1