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Journal of Mining and Environment، جلد ۱۶، شماره ۲، صفحات ۵۸۳-۵۹۸
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عنوان انگلیسی Simultaneous Optimization of Mine Production Rate and Cut-off Grade using Particle Swarm Optimization
چکیده انگلیسی مقاله The production rate and cut-off grade are two critical variables in the design and planning of open-pit mines. Generally, the production rate depends on the reserve amount, which is influenced by the cut-off grade. Additionally, the cut-off grade is affected by the production cost, which is influenced by the production rate and product price. A conventional approach optimizes each variable individually, and neglects the trade-off between production rate and cut-off grade, leading to a sub-optimal solution. This work aimed to address the simultaneous optimization of the production rate and cut-off grade and provided a novel solution for this problem. In this context, a non-linear mathematical model was developed. The Particle Swarm Optimization (PSO) algorithm was used due to the model's non-linear nature and the continuous decision variables. Implementing the model for a typical copper mine showed that the suggested model resulted in a concurrent optimization of production rate and cut-off grade. The maximum NPV of 1.153 billion dollars occurred at a production rate of 15.66 Mt/y, and a cut-off grade of 0.64%. Additionally, a sensitivity analysis was conducted for key factors such as product price, discount rate, and maximum capital cost.
کلیدواژه‌های انگلیسی مقاله Cut-off Grade,Production Rate,Particle swarm optimization (PSO),Open-Pit Mining
نویسندگان مقاله Javad Lotfi Godarzi |
Department of Mining Engineering, Tarbiat Modares University, Tehran, Iran

Ahmad Reza Sayadi |
Department of Mining Engineering, Tarbiat Modares University, Tehran, Iran

Amin Mousavi |
Department of Mining Engineering, Tarbiat Modares University, Tehran, Iran

Micah Nehring |
School of Mechanical and Mining Engineering, University of Queensland, Australia

نشانی اینترنتی https://jme.shahroodut.ac.ir/article_3308_c68f1ab042b222c42a93ab0798f748af.pdf
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