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主办单位:煤炭科学研究总院有限公司、中国煤炭学会学术期刊工作委员会
基于帝国竞争算法的多金属矿山边界品位优化研究
  • Title

    Research on Optimization of Cut−off Grade in Polymetallic Mines Using Imperialist Competitive Algorithm

  • 作者

    许倩倩郭进平王小林刘亚雄薛涛

  • Author

    XU Qianqian;GUO Jinping;WANG Xiaolin;LIU Yaxiong;XUE Tao

  • 单位

    西安建筑科技大学 资源工程学院河南发恩德矿业有限公司

  • Organization
    School of Resources Engineering, Xi’an University of Architecture and Technology, Xi’an 710055
    Henan Fender Mining Co., LTD, Luoyang 471000
  • 摘要

    边界品位是矿山开采的一个重要决策参数,在多金属矿山开采项目中,确定合理的边界品位是为后续开采获取更大经济效益的基础。针对某矿山采选二阶段生产流程,以最大净现值法为基础,利用综合品位构建了基于帝国竞争算法(ICA)算法的多金属矿山边界品位动态优化模型,实现了该银铅矿最佳边界品位的动态确定。实例应用表明:该模型适用于多金属矿山边界品位的确定。在矿山寿命期间,通过ICA算法所确定的铅金银多金属矿最佳铅边界品位为2.619%,后期下降至1.331%,矿山总净现值为127457.53万元;对比Lane法,该模型具有全局搜索能力,对矿山后期边界品位指标的动态优化更具优势,为矿山确定合理的边界品位指标提供了新思路。

  • Abstract

    Cut−off grade is an important decision parameter in mining operations. In multi metal mining projects, determining a reasonable cut−off grade is the foundation for obtaining greater economic benefits for subsequent mining. Based on the maximum net present value method, a dynamic optimization model for the comprehensive cut−off grade of a polymetallic mine based on ICA algorithm was constructed for the two−stage production process of mining and selection. The optimal cut−off grade of a certain silver lead mine was dynamically determined. The example application shows that the model is suitable for determining the cut−off grade of polymetallic mines. During the lifespan of the mine, the optimal cut−off grade for a Pb−Au−Ag polymetallic material determined by the ICA algorithm was 2.619%, which later decreased to 1.331%. The total net present value of the mine was 1274.5753 million yuan; Compared with the Lane method, this model has global search ability and is more advantageous in dynamic optimization of cut−off grade indicators in the later stage of mining, providing new ideas for determining reasonable cut−off grade indicators in mines.

  • 关键词

    多金属矿ICA算法综合品位最大净现值法边界品位

  • KeyWords

    polymetallic ore;imperialist competitive algorithm;comprehensive grade;maximum net present value method;cut−off grade

  • 基金项目(Foundation)
    陕西省自然科学基金项目(2024JC−YBQN−0507);国家资助博士后研究人员计划项目(GZC20232063);陕西省博士后科研项目(2023BSHYDZZ142)
  • DOI
  • 引用格式
    许倩倩,郭进平,王小林,刘亚雄,薛涛. 基于帝国竞争算法的多金属矿山边界品位优化研究[J]. 矿产保护与利用,2025,45(1):8−14.
  • Citation
    XU Qianqian,GUO Jinping,WANG Xiaolin,LIU Yaxiong,XUE Tao.Research on optimization of cut−off grade in polymetallic mines using imperialist competitive algorithm[J]. Conservation and Utilization of Mineral Resources,2025,45(1):8−14.
  • 图表
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    •  
    • 边界品位优化步骤

    图(4) / 表(2)

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