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A stochastic optimization method with in-pit waste and tailings disposal for open pit life-of-mine production planning

Author

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  • Adrien Rimélé, M.
  • Dimitrakopoulos, Roussos
  • Gamache, Michel

Abstract

Environmental responsibility and the sustainable development of mineral resources are a topic of critical importance to the mining industry and at the same time relate to operational and rehabilitation costs to be considered in technical studies. Open pit mining operations impact their local environment in terms of their modification of the landscape and local ecosystems. Many of these impacts are the result of the transportation of large volumes of materials mined and shifted from and to different locations. External stockpiles and waste dumps occupy considerable space as well as involve substantial transportation costs to move materials from open pits to stockpiles and then move them back to the pit for rehabilitation after the end of exploitation. Depending on the shape of the deposit and the intended design of the pit, a desirable option may be to place it directly in the free spaces within the pit, instead of storing all waste and tailings materials in stockpiles and/or waste/tailings dumps. This paper presents a new mathematical formulation integrating to life-of-mine planning and the maximization of net present value, with the related waste and tailings disposal kept within the mined-out parts of a pit, using a stochastic integer program that manages geological uncertainty including metal grades, material types and related chemical compositions. In addition to the traditional variables related to the materials being extracted from the ground in the form of mining blocks, strips of ground following the dip of a pit are considered within the pit as decision variables, and the optimization process aims to optimally define both the sequence of extraction of mining blocks and the reservation of strips needed to store waste materials. An application at an iron ore mine demonstrates the feasibility, applied aspects and advantages of the proposed method.

Suggested Citation

  • Adrien Rimélé, M. & Dimitrakopoulos, Roussos & Gamache, Michel, 2018. "A stochastic optimization method with in-pit waste and tailings disposal for open pit life-of-mine production planning," Resources Policy, Elsevier, vol. 57(C), pages 112-121.
  • Handle: RePEc:eee:jrpoli:v:57:y:2018:i:c:p:112-121
    DOI: 10.1016/j.resourpol.2018.02.006
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    Citations

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    Cited by:

    1. Bakhtavar, Ezzeddin & Saberi, Sahra & Hu, Guangji & Sadiq, Rehan & Hewage, Kasun, 2023. "Fuzzy cognitive-based goal programming for waste rock management with in-pit dumping priority: Towards sustainable mining," Resources Policy, Elsevier, vol. 86(PB).
    2. Das, Ranajit & Topal, Erkan & Mardaneh, Elham, 2023. "A review of open pit mine and waste dump schedule planning," Resources Policy, Elsevier, vol. 85(PA).
    3. Noriega, Roberto & Pourrahimian, Yashar & Ben-Awuah, Eugene, 2020. "A two-step mathematical programming framework for undercut horizon optimization in block caving mines," Resources Policy, Elsevier, vol. 65(C).
    4. Yıldız, Taşkın Deniz & Güner, Mehmet Oğuz & Kural, Orhan, 2024. "Effects of EU-Compliant mining waste regulation on Turkish mining sector: A review of characterization, classification, storage, management, recovery of mineral wastes," Resources Policy, Elsevier, vol. 90(C).
    5. Lin, Jingsi & Asad, Mohammad Waqar Ali & Topal, Erkan & Chang, Ping & Huang, Jinxin & Lin, Wei, 2024. "A novel model for sustainable production scheduling of an open-pit mining complex considering waste encapsulation," Resources Policy, Elsevier, vol. 91(C).
    6. Guo, Hongquan & Nguyen, Hoang & Vu, Diep-Anh & Bui, Xuan-Nam, 2021. "Forecasting mining capital cost for open-pit mining projects based on artificial neural network approach," Resources Policy, Elsevier, vol. 74(C).
    7. Rimélé, Adrien & Dimitrakopoulos, Roussos & Gamache, Michel, 2020. "A dynamic stochastic programming approach for open-pit mine planning with geological and commodity price uncertainty," Resources Policy, Elsevier, vol. 65(C).
    8. Esmailzadeh, Saghar & Bakhtavar, Ezzeddin & Mokhtarian-Asl, Mojtaba & Sadiq, Rehan & Hewage, Kasun, 2023. "Mathematical modelling of waste rock management through incorporating open-pit waste rocks in underground stope filling: An environmental approach," Resources Policy, Elsevier, vol. 85(PB).
    9. Parviz Sohrabi & Hesam Dehghani & Behshad Jodeiri Shokri, 2022. "Determination of optimal production rate under price uncertainty—Sari Gunay gold mine, Iran," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 35(2), pages 187-201, June.
    10. Devendra Joshi & Marwan Ali Albahar & Premkumar Chithaluru & Aman Singh & Arvind Yadav & Yini Miro, 2022. "A Novel Approach to Integrating Uncertainty into a Push Re-Label Network Flow Algorithm for Pit Optimization," Mathematics, MDPI, vol. 10(24), pages 1-20, December.
    11. Carlos Cacciuttolo & Edison Atencio, 2023. "In-Pit Disposal of Mine Tailings for a Sustainable Mine Closure: A Responsible Alternative to Develop Long-Term Green Mining Solutions," Sustainability, MDPI, vol. 15(8), pages 1-24, April.
    12. Armstrong, Margaret & Lagos, Tomas & Emery, Xavier & Homem-de-Mello, Tito & Lagos, Guido & Sauré, Denis, 2021. "Adaptive open-pit mining planning under geological uncertainty," Resources Policy, Elsevier, vol. 72(C).
    13. Aldin Ardian & Mustafa Kumral, 2021. "Enhancing mine risk assessment through more accurate reproduction of correlations and interactions between uncertain variables," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 34(3), pages 411-425, October.
    14. Jin-Biao Lu & Zhi-Jiang Liu & Dmitry Tulenty & Liudmila Tsvetkova & Sebastian Kot, 2021. "RETRACTED: Implementation of Stochastic Analysis in Corporate Decision-Making Models," Mathematics, MDPI, vol. 9(9), pages 1-16, May.
    15. Del Castillo, M. Fernanda & Dimitrakopoulos, Roussos, 2019. "Dynamically optimizing the strategic plan of mining complexes under supply uncertainty," Resources Policy, Elsevier, vol. 60(C), pages 83-93.
    16. Bryan Salgado-Almeida & Daniel A. Falquez-Torres & Paola L. Romero-Crespo & Priscila E. Valverde-Armas & Fredy Guzmán-Martínez & Samantha Jiménez-Oyola, 2022. "Risk Assessment of Mining Environmental Liabilities for Their Categorization and Prioritization in Gold-Mining Areas of Ecuador," Sustainability, MDPI, vol. 14(10), pages 1-17, May.

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