Stope boundary optimization for an underground copper deposit using mixed integer linear programming based algorithm

Jump To References Section

Authors

  • ,IN
  • ,IN
  • ,IN
  • ,IN

DOI:

https://doi.org/10.18311/jmmf/2021/27781

Keywords:

Stope, boundary, modelling, algorithm, ore body

Abstract

Optimal ore body boundary and production area geometry (Stope) are essential to maximize the profit from an underground mining project subject to inherent physical, geotechnical and geological constraints. Number of researches have been introduced for stope boundary optimization but true optimal solution in three dimensional spaces is still out of reach. This article proposed a computer programming based optimization model using mixed integer linear programming based algorithm that incorporate stope boundary optimization with varying cost of mining and selling price of the metal. An actual ore body model was taken as case study to implement the algorithm in real mining scenario. In validation study, it is observed that, by using proposed model, the profit can be increased by 10% - 15% as compared to the present stoping practice. Simulating the optimal stope boundary by changing the various cost and price parameters helps to opt the best possible option for a given mining scenario to make most realistic plan.

Downloads

Download data is not yet available.

Metrics

Metrics Loading ...

Downloads

Published

2021-05-12

How to Cite

Samanta, G., Dey, T., Samanta, B., & Sinha, S. (2021). Stope boundary optimization for an underground copper deposit using mixed integer linear programming based algorithm. Journal of Mines, Metals and Fuels, 69(3), 73–80. https://doi.org/10.18311/jmmf/2021/27781

Issue

Section

Articles
Received 2021-05-12
Accepted 2021-05-12
Published 2021-05-12

 

References

Alford, C., (1995): Optimization in underground mine design, in: 25th International APCOM Symposium, 9– 14 July, Brisbane, pp. 213–218.

Ataee-Pour, M., (2000): A Heuristic Algorithm to Optimize Stope Boundaries, Doctor of Philosophy University of Wollongong, New South Wales.

Ataee-Pour, M., (2004): Optimization of Stope limits using a heuristic approach, Mining. Technology. 113, pp. 123–128.

Bai, X., Marcotte, D., Simon, R., (2014): A heuristic sublevel stope optimizer with multiple raises, Journal of the Southern African Institute of Mining and Metallurgy, 114, pp. 427-434.

Cawrse, (2001): Multiple pass floating Stope process, in: Strategic Mine Planning Conference, 26–28 March, Perth, pp. 87–94.

Copland, T., Nehring, M., (2016): Integrated optimization of stope boundary selection and scheduling for sublevel stoping operations, Journal of the Southern African Institute of Mining and Metallurgy, 116, pp. 1135-1142

DATAMINE Studio RM v1.1, 2015, CAE Studio 3, Software Available at www.dataminesoftware.com (accessed 20.05.2016).

Erdogan, G., Cigla, M., Topal, E., Yavuz, M., (2017): Implementation and comparison of four stope boundary optimization algorithms in an existing underground mine, International Journal of Mining, Reclamation and Environment, 31, pp. 389-403.

Grieco, N., Dimitrakopoulos, R., (2007): Managing grade risk in Stope design optimization: probabilistic mathematical programming modal and application in sublevel stoping, Mining Technology, 116, 49–57.

Little, J., Knights, P., Topal, E., (2013): Integrated optimization of underground mine design and scheduling, Journal of The South African Institute of Mining and Metallurgy, 113, pp. 775-785.

Ovanic, J., Young, D. S., (1995): Economic optimization of Stope geometry using separable programming with special branch and bound technique, in: 3rd Canadian Conference on Computer Applications in the Minerals Industry, 22–25 October, Quebec, 1995, pp.129–135.

Sandanayake, Topal, Ali A., (2015): A heuristic approach to optimal design of an underground mine Stope layout, Applied Soft Computing, 30, pp.595–603.

Sens, J., Topal,E., (2009): A new algorithm for Stope boundary optimization, in: TheAusIMM New Leaders Conference, 29–30 April, Brisbane, pp.44–47.

Topal, E., Sens, J., (2010): A new algorithm for Stope boundary optimization, J. Coal Sci.Eng. 16 (2), pp.113– 119.