Performance Evaluation of a Haul Truck Allocation Model in Sungun Copper Mine | ||
Journal of Mining and Environment | ||
مقاله 20، دوره 15، شماره 4، دی 2024، صفحه 1527-1537 اصل مقاله (679.86 K) | ||
نوع مقاله: Original Research Paper | ||
شناسه دیجیتال (DOI): 10.22044/jme.2024.13932.2597 | ||
نویسندگان | ||
Hossein Mirzaei Nasir Abad؛ Mehrnaz Mohtasham* ؛ Farshad Rahimzadeh-Nanekaran | ||
Faculty of Mining Engineering., Sahand University of Technology, Tabriz, Iran | ||
چکیده | ||
Transportation of materials is the most cost-intensive component in open-pit mining operations. The aim of the allocation models is to manage and optimize transportation activities, leading to reduced wasted time, and ultimately, increasing profitability while reducing operational costs. Given that the implementation of allocation models is one of the essential requirements in Iranian mining operations, this research work focuses on the transportation system in the Sungun copper mine, one of the largest mines in Iran, and highlights the challenges faced by the fixed allocation approach. The aim is to develop and implement a mathematical model to evaluate its performance, and suggest improvements. The allocation model attempts to optimize truck capacity utilization and maximize mining production. Implementing the model in the mine results in a 13.42% increase in total production compared to the conventional method, with a cost increase of 14.7%. The model shows the potential to meet operational and technical constraints to achieve optimal production. Overall, the developed model, with optimized management and improved fleet efficiency, outperforms the traditional haulage method in the mine. | ||
کلیدواژهها | ||
Open-pit mines؛ truck allocation؛ optimization؛ operational efficiency؛ productivity | ||
مراجع | ||
[1]. Gamache, M., Desaulniers, G., and Hébert-Desgroseilliers, L. (2009). A generic linear program for an optimal mine production plan. Groupe d’études et de recherche en analyse des décisions.
[2]. Mena, R., Zio, E., Kristjanpoller, F., and Arata, A. (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.
[3]. Ta, C. H., Kresta, J. V., Forbes, J. F., and Marquez, H. J. (2005). A stochastic optimization approach to mine truck allocation. International journal of surface mining, reclamation and environment, 19(3), 162-175.
[4]. Eivazy, H. and Askari-Nasab, H. (2012). A mixed integer linear programming model for short-term open pit mine production scheduling. Mining Technology, 121(2), 97-108.
[5]. Chang, Y., Ren, H., and Wang, S. (2015). Modelling and optimizing an open-pit truck scheduling problem. Discrete Dynamics in nature and Society, 2015.
[6]. Torkamani, E. and Askari-Nasab, H. (2015). A linkage of truck-and-shovel operations to short-term mine plans using discrete-event simulation. International Journal of Mining and Mineral Engineering, 6(2), 97-118.
[7]. Bajany, D. M., Xia, X., and Zhang, L. (2017). A MILP Model for Truck-shovel scheduling to minimize fuel consumption. Energy Procedia, 105, 2739-2745.
[8]. Pérez, J., Maldonado, S., and González-Ramírez, R. (2018). Decision support for fleet allocation and contract renegotiation in contracted open-pit mine blasting operations. International Journal of Production Economics, 204, 59-69.
[9]. Manríquez, F., González, H., and Morales, N. (2019, May). Short-term open-pit mine production scheduling with hierarchical objectives. In Min Goes Digit: Proc 39th Int Symp Appl Comput Oper Res Miner Ind APCOM , 443-451.
[10]. Moniri-Morad, A., Pourgol-Mohammad, M., Aghababaei, H., and Sattarvand, J. (2019). A methodology for truck allocation problems considering dynamic circumstances in open pit mines, case study of the sungun copper mine. Rudarsko-geološko-naftni zbornik, 34(4).
[11]. Liu, G. and Chai, S. (2019). Optimizing open-pit truck route based on minimization of time-varying transport energy consumption. Mathematical Problems in Engineering, 2019.
[12]. Benlaajili, S., Moutaouakkil, F., Chebak, A., Medromi, H., Deshayes, L., and Mourad, S. (2020). Optimization of truck-shovel allocation problem in open-pit mines. In Smart Applications and Data Analysis: Third International Conference, SADASC 2020, Marrakesh, Morocco, June 25–26, 2020, Proceedings 3 (pp. 243-255). Springer International Publishing.
[13]. Bakhtavar, E. and Mahmoudi, H. (2020). Development of a scenario-based robust model for the optimal truck-shovel allocation in open-pit mining. Computers & Operations Research, 115, 104539.
[14]. Shah, K., & Ur Rehman, S. (2020). Modeling and optimization of truck-shovel allocation to mining faces in cement quarry. Journal of Mining and Environment, 11(1), 21-30.
[15]. Mohtasham, M., Mirzaei-Nasirabad, H., and Alizadeh, B. (2021). Optimization of truck-shovel allocation in open-pit mines under uncertainty: a chance-constrained goal programming approach. Mining Technology, 130(2), 81-100.
[16]. Isnafitri, M. F., Rosyidi, C. N., and Aisyati, A. (2021, March). A truck allocation optimization model in open pit mining to minimize investment and transportation costs. In IOP Conference Series: Materials Science and Engineering, 1096(1), 012024. IOP Publishing.
[17]. de Melo, W. B. (2021). Optimization of truck allocation in open pit mines using differential evolution algorithm. International Journal of Innovation and Research, 9(8), 338-350.
[18]. Upadhyay, S. P., Doucette, J., and Askari-Nasab, H. (2021). Short-term production scheduling in open pit mines with shovel allocations over continuous time frames. International Journal of Mining and Mineral Engineering, 12(4), 292-308
[19]. Mohtasham, M., Mirzaei-Nasirabad, H., Askari-Nasab, H., and Alizadeh, B. (2021). A multi-objective model for fleet allocation schedule in open-pit mines considering the impact of prioritising objectives on transportation system performance. International Journal of Mining, Reclamation and Environment, 35(10), 709-727.
[20]. Mirzaei-Nasirabad, H., Mohtasham, M., and Rahimzadeh-Nanekaran, F. (2023). Evaluating the Effect of Fleet Management on the Performance of Mining Operations Using Integer Linear Programming Approach and Two Different Strategies. Iranian Journal of Management Studies, 16(1), 139-155.
[21]. Wang, Y., Liu, W., Wang, C., Fadzil, F., Lauria, S., and Liu, X. (2023). A Novel Multi-Objective Optimization Approach with Flexible Operation Planning Strategy for Truck Scheduling. International Journal of Network Dynamics and Intelligence.
[22]. Anaraki, M.G. and Afrapoli, A. M. (2023). Sustainable open pit fleet management system: integrating economic and environmental objectives into truck allocation. Mining Technology, 132(3), 153-163. | ||
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