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Journal of the Southern African Institute of Mining and Metallurgy

versão On-line ISSN 2411-9717
versão impressa ISSN 2225-6253

J. S. Afr. Inst. Min. Metall. vol.108 no.10 Johannesburg Out. 2008

 

TRANSACTION PAPER

 

Slope modification of open pit wall using a genetic algorithm - case study: southern wall of the 6th Golbini Jajarm bauxite mine

 

 

K. GoshtasbiI; M. AtaeiII; R. KalatehjaryIII

ITarbiat Modares University, Mining Engineering Department, Tehran, Iran
IIShahrood University of Technology, Mining Engineering Department, Shahrood, Iran
IIIScience and Research Campus University, Tehran, Iran

 

 


SYNOPSIS

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.

Keywords: Genetic algorithm, slope modification, circular slips surface, 6th Golbini Jajarm bauxite mine


 

 

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References

1. BAKER, R. Determination of the critical slip surface in slope stability computation, International Journal of Numerical and Analytical Methods in Geomechanics, vol. 4, 1980. pp. 333-359.         [ Links ]

2. ABRAMSON, L.W., LEE, T.S., SHARMA, S. and BOYCE, G.M. Slope Stability and Stabilization Methods, John Wiley & Sons, Inc., New York, USA. 2002.         [ Links ]

3. GOLDBERG, D.E. Genetic Algorithm in Search, Optimization, and Machine Learning, Addison-Wesley, Massachusetts, USA. 1989.         [ Links ]

4. GOH, A.T.C. Genetic Algorithm Search for Critical Slip Surface in Multiple-Wedge Stability Analysis, Canadian Geotechnical Journal, vol. 36, 1999. pp. 382-391.         [ Links ]

5. MCCOMBIE, P. and Wilkinson, P. The Use of the Simple Genetic algorithm in Finding the Critical Factor of safety in Slope Stability analysis, Computer and Geotechnics, vol. 29, 2002. pp. 699-714.         [ Links ]

6. US ARMY CORPS OF ENGINEERS, Slope Stability-Engineering and Design, Department of the Army, USA. 2003.         [ Links ]

7. ATAEI, M., GOSHTASBI, K. and KALATEHJARY, R. Assessment of Dolomite Wall Failures in the 6th GOLBINI Jajarm Bauxite Mine by Using SMR Classification System, 7th International Scientific Conference-SGEM 2007, Bulgaria. 2007.         [ Links ]

8. HOLLAND, J.H. Adaptation of Natural and Artificial Systems, the University of Michigan Press, Ann Arbor, MI. 1975.         [ Links ]

9. BRADY, B.H. and BROWN, E.T. Rock Mechanics for underground Mining, Second Edition. 1993.         [ Links ]

10. HOEK, E. Practical Rock Engineering, 342 pp, Rocscience Inc. 2007.         [ Links ]

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