Real-time truck dispatching in open-pit mines

被引:3
|
作者
Wang, Xiaowei [1 ,2 ]
Dai, Qi [1 ]
Bian, Yougang [1 ,2 ]
Xie, Guotao [1 ,2 ]
Xu, Biao [1 ,2 ]
Yang, Zeyu [1 ,2 ]
机构
[1] Hunan Univ, Coll Mech & Vehicle Engn, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Peoples R China
[2] Hunan Univ, Wuxi Intelligent Control Res Inst, Wuxi 214115, Peoples R China
基金
中国国家自然科学基金;
关键词
Truck dispatching; fleet management system; open-pit mining; multiple objective programming;
D O I
10.1080/17480930.2023.2201120
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
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.
引用
收藏
页码:504 / 523
页数:20
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