Optimal production scale of open pit mining operations with uncertain metal supply and long-term stockpiles

被引:20
作者
Asad, Mohammad Waqar Ali [1 ]
Dimitrakopoulos, Roussos [1 ]
机构
[1] McGill Univ, COSMO Stochast Mine Planning Lab, Dept Min & Mat Engn, Montreal, PQ H3A 2T5, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Optimization; Cutoff grade; Net present value maximization; Production capacities; CUTOFF GRADE POLICY; OPTIMIZATION;
D O I
10.1016/j.resourpol.2011.12.002
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
An open pit mining operation consists of various stages, and the calculation of the production capacities of these stages depends upon the available supply of ore (mineralized material of economic value) and waste material. Cutoff grade is the criterion that specifies the amount of ore and waste. The material with grade equal to or higher than the cutoff grade is classified as ore. The material with grade less than the cutoff grade is considered waste. While this explains the link between cutoff grade theory and the calculation of production capacities, the majority of optimization models for finding production capacities riot only disregards this relationship but also ignores expected variations and uncertainty in metal content or the available supply of ore and waste material. An extension to an established theory of cutoff grade is proposed herein to determine the optimal production capacities based on a stochastic framework relying on multiple grade-tonnage curves derived from a set of simulated orebody realizations. The proposed model (i) maximizes the net present value of cash flows over the life of an operation; (ii) offsets the initial investment in developing the constituent stages of an operation: and (iii) explores the impact of creating a long-term stockpile on the designed operational capacities. Application on an actual copper deposit demonstrates the benefits of the proposed model. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:81 / 89
页数:9
相关论文
共 34 条
[1]   Mine size optimization using marginal analysis [J].
Abdel Sabour, SA .
RESOURCES POLICY, 2002, 28 (3-4) :145-151
[2]  
[Anonymous], 1998, OR RES FIN JOINT SEM
[3]   Optimum cut-off grade policy for open pit mining operations through net present value algorithm considering metal price and cost escalation [J].
Asad, M. W. A. .
ENGINEERING COMPUTATIONS, 2007, 24 (7-8) :723-736
[4]  
Asad MWA, 2011, J S AFR I MIN METALL, V111, P741
[5]  
Asad M.W.A., 2010, COSMO RES REPORT, V4, P184
[6]   Methods for calculation of optimal cutoff grades in complex ore deposits [J].
Ataei, M ;
Osanloo, M .
JOURNAL OF MINING SCIENCE, 2003, 39 (05) :499-507
[7]  
Bascetin A, 2007, J S AFR I MIN METALL, V107, P87
[8]   Sub-pixel Mapping of Coarse Satellite Remote Sensing Images with Stochastic Simulations from Training Images [J].
Boucher, Alexandre .
MATHEMATICAL GEOSCIENCES, 2009, 41 (03) :265-290
[9]   Block Simulation of Multiple Correlated Variables [J].
Boucher, Alexandre ;
Dimitrakopoulos, Roussos .
MATHEMATICAL GEOSCIENCES, 2009, 41 (02) :215-237
[10]  
CAVENDER B, 1992, MINING ENG OCT, P1262