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Research Article

A nested multiple-objective optimization algorithm for managing production fleets in surface mines

ORCID Icon, & ORCID Icon
Pages 378-391 | Received 27 Mar 2021, Accepted 26 Nov 2022, Published online: 14 Dec 2022

References

  • Afrapoli, A. M., M. Tabesh, and H. Askari-Nasab. 2019. “A Multiple Objective Transportation Problem Approach to Dynamic Truck Dispatching in Surface Mines.” European Journal of Operational Research 276 (1): 331–342. doi:10.1016/j.ejor.2019.01.008.
  • Alarie, S., and M. Gamache. 2002. “Overview of Solution Strategies Used in Truck Dispatching Systems for Open Pit Mines.” International Journal of Surface Mining, Reclamation and Environment 16 (1): 59–76. doi:10.1076/ijsm.16.1.59.3408.
  • Blom, M., A. R. Pearce, and P. J. Stuckey. 2019. “Short-Term Planning for Open Pit Mines: A Review.” International Journal of Mining, Reclamation and Environment 33 (5): 318–339. doi:10.1080/17480930.2018.1448248.
  • Burt, C. N., and L. Caccetta. 2007. “Match Factor for Heterogeneous Truck and Loader Fleets.” International Journal of Mining, Reclamation and Environment 21 (4): 262–270. doi:10.1080/17480930701388606.
  • Chaowasakoo, P., H. Seppälä, H. Koivo, and Q. Zhou. 2017. “Improving Fleet Management in Mines: The Benefit of Heterogeneous Match Factor.” European Journal of Operational Research 261 (3): 1052–1065. doi:10.1016/j.ejor.2017.02.039.
  • Darling, P. 2011. SME Mining Engineering Handbook (Vol. 1). Englewood, CO: Society for Mining, Metallurgy & Exploration.
  • Dijkstra, E. W. 1959. “A Note on Two Problems in Connexion with Graphs.” Numerische Mathematik 1 (1): 269–271. doi:10.1007/BF01386390.
  • Ercelebi, S. G., and A. Bascetin. 2009. “Optimization of Shovel-Truck System for Surface Mining.” Journal of the Southern African Institute of Mining and Metallurgy 109 (7): 433–439.
  • Grodzevich, O., and O. Romanko. 2006. “Normalization and Other Topics in Multi-objective Optimization.” In Fields–MITACS Industrial Problems Workshop, edited by D. A. Aruliah, and G. M. Lewis, 89–101. Toronto: MITACS.
  • Gurgur, C. Z., K. Dagdelen, and S. Artittong (2011). Optimisation of a Real-Time Multi-period Truck Dispatching System in Mining Operations. International Journal of Applied Decision Sciences 4(1), 57–79.
  • Lamghari, A., and R. Dimitrakopoulos. 2020. “Hyper-heuristic Approaches for Strategic Mine Planning Under Uncertainty.” Computers & Operations Research 115, 104590. doi:10.1016/J.COR.2018.11.010.
  • Matamoros, M. E. V., and R. Dimitrakopoulos. 2016. “Stochastic Short-Term Mine Production Schedule Accounting for Fleet Allocation, Operational Considerations and Blending Restrictions.” European Journal of Operational Research 255 (3): 911–921. doi:10.1016/j.ejor.2016.05.050.
  • Mena, R., E. Zio, F. Kristjanpoller, and A. Arata. 2013. “Availability-Based Simulation and Optimization Modeling Framework for Open-Pit Mine Truck Allocation Under Dynamic Constraints.” International Journal of Mining Science and Technology 23 (1): 113–119. doi:10.1016/j.ijmst.2013.01.017.
  • Moradi Afrapoli, A., and H. Askari-Nasab. 2019. “Mining Fleet Management Systems: A Review of Models and Algorithms.” International Journal of Mining, Reclamation and Environment 33 (1): 42–60. doi:10.1080/17480930.2017.1336607.
  • Moradi Afrapoli, A., M. Tabesh, and H. Askari-Nasab. 2019. “A Stochastic Hybrid Simulation-Optimization Approach Towards Haul Fleet Sizing in Surface Mines.” Mining Technology: Transactions of the Institute of Mining and Metallurgy 128 (1): 9–20. doi:10.1080/25726668.2018.1473314.
  • Olson, J. P., S. I. Vohnout, and J. White. 1993. “On Improving Truck/Shovel Productivity in Open Pit Mines.” CIM Bulletin 86 (973): 43–49.
  • Rockwell Automation Technologies Inc. 2020. Arena Simulation Software (14.7). Rockwell Automation.
  • Rossetti, M. D. 2015. Simulation Modeling and Arena. 2nd ed. New York: John Wiley & Sons.
  • Samavati, M. 2020. “Production Planning and Scheduling in Mining Scenarios Under IPCC Mining Systems.” Computers & Operations Research 115: 104714. doi:10.1016/J.COR.2019.05.019.
  • Ta, C. H., A. Ingolfsson, and J. Doucette. 2013. “A Linear Model for Surface Mining Haul Truck Allocation Incorporating Shovel Idle Probabilities.” European Journal of Operational Research 231 (3): 770–778. doi:10.1016/j.ejor.2013.06.016.
  • Temeng, V. A., F. O. Otuonye, and J. O. Frendewey. 1997. “Real-Time Truck Dispatching Using a Transportation Algorithm.” International Journal of Surface Mining, Reclamation and Environment 11 (4): 203–207. doi:10.1080/09208119708944093.
  • Upadhyay, S. P., and H. Askari-Nasab. 2015. “Truck-Shovel Allocation Optimisation: A Goal Programming Approach.” Transactions of the Institutions of Mining and Metallurgy, Section A: Mining Technology 125 (2): 1–11. doi:10.1179/1743286315Y.0000000024.
  • Upadhyay, S. P., and H. Askari-Nasab. 2017. “Dynamic Shovel Allocation Approach to Short-Term Production Planning in Open-pIt Mines.” International Journal of Mining, Reclamation and Environment 0930 (April): 1–20. doi:10.1080/17480930.2017.1315524.
  • White, J. W., and J. P. Olson. 1986. “Computer-Based Dispatching in Mines with Concurrent Operating Objectives.” Mining Engineering 38 (11): 1045–1054.
  • Zhang, L., and X. Xia. 2015. “An Integer Programming Approach for Truck-Shovel Dispatching Problem in Open-Pit Mines.” Energy Procedia 75: 1779–1784. doi:10.1016/j.egypro.2015.07.469.

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