Real-time truck dispatching in open-pit mines

IF 2.7 3区 工程技术 Q3 ENVIRONMENTAL SCIENCES International Journal of Mining Reclamation and Environment Pub Date : 2023-04-12 DOI:10.1080/17480930.2023.2201120
Xiaowei Wang, Q. Dai, Yougang Bian, Guotao Xie, Biao Xu, Zeyu Yang
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引用次数: 1

Abstract

ABSTRACT Real-time truck dispatching is an important function of the open-pit mine transportation system. However, most of the existing methods are not comprehensive enough to consider the optimisation of both full truck hauling and empty truck travelling stages. Further, most of the real-time dispatching criteria are fixed, which cannot meet the variety of production requirements. To address the above problems, we consider both full and empty truck dispatching, and different from previous studies, we develop a real-time dispatching model with two parts for heterogeneous fleets in open-pit mines: a full truck dispatching model for truck-finished loading at the loading place, and an empty truck dispatching model for truck-finished dumping at the dumping place. Specifically, the proposed model has three goals for minimisation: (a) the waiting time of the trucks, (b) the deviation from the planned path flow rate, and (c) the transportation cost. Furthermore, the weights of the three sub-objectives can be changed to meet the production requirements for different real scenarios. Simulation results show that the proposed model can achieve a higher production by at least 14% and decrease the cost by at least 6% and has better adaptability to different production requirements.
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露天矿卡车实时调度
卡车实时调度是露天矿运输系统的一项重要功能。然而,大多数现有方法都不够全面,无法考虑全卡车运输和空卡车行驶阶段的优化。此外,大多数实时调度标准都是固定的,无法满足各种生产要求。为了解决上述问题,我们同时考虑了满载和空载卡车调度,与以往的研究不同,我们为露天矿的异构车队开发了一个分为两部分的实时调度模型:装载处卡车完成装载的满载卡车调度模型和卸料处卡车完成倾倒的空载卡车调度模型。具体而言,所提出的模型有三个最小化目标:(a)卡车的等待时间,(b)与计划路径流速的偏差,以及(c)运输成本。此外,可以更改三个子目标的权重,以满足不同真实场景的生产要求。仿真结果表明,该模型可以实现至少14%的高产量和至少6%的成本,并且对不同的生产要求具有更好的适应性。
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来源期刊
International Journal of Mining Reclamation and Environment
International Journal of Mining Reclamation and Environment ENVIRONMENTAL SCIENCES-MINING & MINERAL PROCESSING
CiteScore
5.70
自引率
8.30%
发文量
30
审稿时长
>12 weeks
期刊介绍: The International Journal of Mining, Reclamation and Environment published research on mining and environmental technology engineering relating to metalliferous deposits, coal, oil sands, and industrial minerals. We welcome environmental mining research papers that explore: -Mining environmental impact assessment and permitting- Mining and processing technologies- Mining waste management and waste minimization practices in mining- Mine site closure- Mining decommissioning and reclamation- Acid mine drainage. The International Journal of Mining, Reclamation and Environment welcomes mining research papers that explore: -Design of surface and underground mines (economics, geotechnical, production scheduling, ventilation)- Mine planning and optimization- Mining geostatics- Mine drilling and blasting technologies- Mining material handling systems- Mine equipment
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