Multi‐criteria evaluation and least‐cost path analysis for optimal haulage routing of dump trucks in large scale open‐pit mines

作者: Yosoon Choi , Hyeong‐Dong Park , Choon Sunwoo , Keith C. Clarke

DOI: 10.1080/13658810802385245

关键词: Data miningFuzzy logicSoftwareOpen-pit miningGridHaulageCoal miningPairwise comparisonComputer scienceOperations researchTruck

摘要: A new raster‐based GIS model that combines multi‐criteria evaluation and least‐cost path analysis was developed to determine the optimal haulage routes of dump trucks in large scale open‐pit mines. The logic can consider multiple criteria simultaneously (i.e. speed, water body, ore curve, visibility, haul road maintenance) rate adverse factor scores truck movement using fuzzy membership functions. After establishing weights five factors by pairwise comparisons, average score grid be generated weighted linear combination constraint scores. New software, called Dump Traveler, implemented improve availability model. An application Roto South pit Pasir coal mine, Indonesia, showed software provide rational solutions on operations. Moreover, layout available roads evaluated trade‐off between m...

参考文章(32)
Francis O. Otuonye, Victor Amoako Temeng, A computerized model for truck dispatching in open pit mines Michigan Technological University. ,(1997)
Kazem Oraee, Bahareh Asi, Fuzzy Model for Truck Allocation in Surface Mines Mine Planning and Equipment Selection 2004, Thirteenth International Symposium on Mine Planning and Equipment Selection (MPES 2004). pp. 585- 593 ,(2004)
Emmanuel Stefanakis, Marinos Kavouras, On the determination of the optimum path in space conference on spatial information theory. pp. 241- 257 ,(1995) , 10.1007/3-540-60392-1_16
K. Ohta, G. Kobashi, S. Takano, S. Kagaya, H. Yamada, H. Minakami, E. Yamamura, Analysis of the geographical accessibility of neurosurgical emergency hospitals in Sapporo city using GIS and AHP International Journal of Geographical Information Science. ,vol. 21, pp. 687- 698 ,(2007) , 10.1080/13658810601135692
CHAOQING YU, JAY LEE, MANDY J. MUNRO-STASIUK, Research Article: Extensions to least-cost path algorithms for roadway planning International Journal of Geographical Information Science. ,vol. 17, pp. 361- 376 ,(2003) , 10.1080/1365881031000072645
Sanjay Rana, Fast Approximation of Visibility Dominance Using Topographic Features as Targets and the Associated Uncertainty Photogrammetric Engineering and Remote Sensing. ,vol. 69, pp. 881- 888 ,(2003) , 10.14358/PERS.69.8.881
Jianping Xu, Richard G. Lathrop, Improving simulation accuracy of spread phenomena in a raster-based Geographic Information System International Journal of Geographic Information Systems. ,vol. 9, pp. 153- 168 ,(1995) , 10.1080/02693799508902031
Snjezana Knezic, Nenad Mladineo, GIS‐based DSS for priority setting in humanitarian mine‐action International Journal of Geographical Information Science. ,vol. 20, pp. 565- 588 ,(2006) , 10.1080/13658810600607303