Application of Mining Width-Constrained Open Pit Mine Production Scheduling Problem to the Medium-Term Planning of Radomiro Tomic Mine: A Case Study

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Juan L. Yarmuch, Gonzalo Sepulveda
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Abstract

This article presents a novel approach to address the mining width-constrained open pit mine production scheduling problem in the context of medium-term planning. A mathematical formulation is proposed to incorporate mining width constraints into the production scheduling process, aiming to maximize the NPV of the schedule while ensuring enough room for the operation of mining equipment. To tackle the computational challenges posed by large-scale instances of the problem, we propose a method based on variable fixing and horizontal precedence generation. In this study, we apply the developed model to real-world scenarios from Radomiro Tomic short-term mine planning problems such as optimizing the timing of major truck maintenance and the impact of external factors, like the delay in the production of the Chuquicamata underground project. Remarkable improvements are observed with the mining width-constrained model. Specifically, the mining width satisfiability is enhanced from 2 to 60% compared to the traditional open pit mine production scheduling model, underscoring the significance of incorporating these constraints. The proposed method showed good results reaching optimality gaps within 5%.

Abstract Image

采矿宽度受限露天矿生产调度问题在 Radomiro Tomic 矿中期规划中的应用:案例研究
本文提出了一种在中期规划背景下解决采矿宽度受限露天矿生产调度问题的新方法。本文提出了一种将采矿宽度约束纳入生产调度过程的数学公式,旨在最大化调度的净现值,同时确保采矿设备有足够的操作空间。为了解决大规模实例带来的计算挑战,我们提出了一种基于变量固定和水平优先级生成的方法。在本研究中,我们将所开发的模型应用于 Radomiro Tomic 短期矿山规划问题中的实际场景,如优化主要卡车维护的时间安排以及外部因素的影响,如 Chuquicamata 地下项目生产的延迟。采矿宽度受限模型有了显著改善。具体而言,与传统的露天矿生产调度模型相比,采矿宽度的可满足性从 2% 提高到 60%,凸显了纳入这些约束条件的重要性。所提出的方法取得了良好的效果,优化间隙在 5%以内。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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