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首页> 外文期刊>Journal Of The South African Institute Of Mining & Metallurgy >Slope modification of open pit wall using a genetic algorithm--case study: southern wall of the 6th Golbini Jajarm bauxite mine
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Slope modification of open pit wall using a genetic algorithm--case study: southern wall of the 6th Golbini Jajarm bauxite mine

机译:遗传算法对露天矿墙的边坡进行改造-案例研究:第六座Golbini Jajarm铝土矿的南墙

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摘要

In this paper a genetic algorithm is used in a heavily jointed rock mass in order to investigate the critical circular slip surface and modification of slope surface. This method was applied to the southern wall of the 6th Golbini Jajarm bauxite mine. The mine is the largest bauxite deposit in Iran, located to the northeast of the town of Jajarm in the Khorasan province. Estimated reserve of bauxite in this deposit is about 160 million tonnes. Field and laboratory investigations were conducted in order to determine rock mass behaviour. A genetic algorithm code that uses the Simplified Bishop method as an objective function was developed for finding the safety factor of circular slip surfaces. Sensitivity analysis was applied to determine the optimum values of the genetic algorithm variables, such as population size, selection method, crossover and mutation rates. After finding the critical circular slip surface, slope modification is carried out by removing unstable sections from marked critical slip surfaces, and this process is repeated until the last unsafe section is removed. Based on this code, modification occurred during 7 steps, by reaching a safety factor of 1.3 in the last step. Finally, the modified slope angle of the southern wall of the 6th Golbini Jajarm bauxite mine was determined to be 48.44 degrees.
机译:为了研究临界圆形滑动面和斜坡面的变化,本文采用遗传算法对重度节理岩体进行了研究。该方法已应用于第六个Golbini Jajarm铝土矿的南壁。该矿是伊朗最大的铝土矿床,位于霍拉桑省贾贾姆镇的东北部。该矿床估计铝土矿储量约为1.6亿吨。为了确定岩体行为,进行了现场和实验室调查。开发了一种以Simplified Bishop方法为目标函数的遗传算法代码,以求出圆形滑动面的安全系数。应用敏感性分析确定遗传算法变量的最佳值,例如种群大小,选择方法,交叉和突变率。找到关键的圆形滑移面后,通过从标记的关键滑移面中去除不稳定部分来进行坡度修改,并重复此过程,直到最后一个不安全的部分被去除为止。根据此代码,修改过程在7个步骤中进行,最后一步达到了安全系数1.3。最终,确定了第六个Golbini Jajarm铝土矿矿山南壁的修正倾斜角为48.44度。

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