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Designing an optimal stope layout for underground mining based on a heuristic algorithm 被引量:2

Designing an optimal stope layout for underground mining based on a heuristic algorithm
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摘要 An optimal layout or three-dimensional spatial distribution of stopes guarantees the maximum profitability over life span of an underground mining operation.Thus,stope optimization is one of the key areas in underground mine planning practice.However,the computational complexity in developing an optimal stope layout has been a reason for limited availability of the algorithms offering solution to this problem.This article shares a new and efficient heuristic algorithm that considers a three-dimensional ore body model as an input,maximizes the economic value,and satisfies the physical mining and geotechnical constraints for generating an optimal stope layout.An implementation at a copper deposit demonstrates the applicability and robustness of the algorithm.A parallel processing based modification improving the performance of the original algorithm in terms of enormous computational time saving is also presented. An optimal layout or three-dimensional spatial distribution of stopes guarantees the maximum profitability over life span of an underground mining operation.Thus,stope optimization is one of the key areas in underground mine planning practice.However,the computational complexity in developing an optimal stope layout has been a reason for limited availability of the algorithms offering solution to this problem.This article shares a new and efficient heuristic algorithm that considers a three-dimensional ore body model as an input,maximizes the economic value,and satisfies the physical mining and geotechnical constraints for generating an optimal stope layout.An implementation at a copper deposit demonstrates the applicability and robustness of the algorithm.A parallel processing based modification improving the performance of the original algorithm in terms of enormous computational time saving is also presented.
机构地区 Mining Engineering
出处 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2015年第5期767-772,共6页 矿业科学技术学报(英文版)
关键词 启发式算法 采场布局 地下开采 布局设计 三维矿体模型 计算复杂性 空间分布 规划实践 Stope optimization Underground mining Underground mine planning Heuristic algorithm
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  • 10Grieco N, Dimitrakopoulos R, 2007. Managing grade risk in stope design optimisation: probabilistic mathematical programming modal and application in sublevel stoping, Mining technology, 116: 49-57.

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