Short-term planning of a work shift for open-pit mines: A case study

被引:2
|
作者
Silva-Junior, Ademar L. [2 ,3 ,4 ]
Martins, Aldrin G. [5 ,6 ]
Pantuza-Jr, Guido [7 ]
Cota, Luciano P. [1 ,3 ]
Souza, Marcone J. F. [8 ]
机构
[1] Inst Tecnol Vale, BR-354000000 Ouro Preto, MG, Brazil
[2] Univ Fed Ouro Preto, Programa Posgrad Instrumentacao Controle & Automac, BR-35400000 Ouro Preto, Brazil
[3] Inst Tecnol Vale, BR-35400000 Ouro Preto, Brazil
[4] Vale SA, BR-35900900 Itabira, Brazil
[5] Fed Inst Minas Gerais, Dept Min, BR-36415000 Congonhas, MG, Brazil
[6] Themat Network Mat Engn REDEMAT, Grad Program Mat Engn, BR-35000000 Ouro Preto, Brazil
[7] Fed Inst Minas Gerais, BR-35057760 Governador Valadares, Brazil
[8] Univ Fed Ouro Preto, Dept Comp, BR-35400000 Ouro Preto, Brazil
来源
COGENT ENGINEERING | 2023年 / 10卷 / 01期
关键词
Short-term planning; open-pit mining; blending; truck allocation; mixed-integer linear programming; goal programming; MODEL; OPTIMIZATION; ALGORITHM; NETWORKS;
D O I
10.1080/23311916.2023.2168172
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This work deals with the short-term planning problem of a work shift for open-pit mines. The problem involves ore and waste fronts, shovels, heterogeneous truck fleets, and discharge points. The allocation of trucks is dynamic to allow multiple routes to be assigned to each truck. The problem consists of deciding which fronts must be mined and establishing the number of trucks, their routes, and the amount of material transported by them to each discharge point, satisfying a stripping ratio at the desired level. The objectives are to minimize the deviations from the targets for production, chemical grade, and particle size range of each control parameter at each plant and reduce the number of trucks needed for the process. To solve the problem, we developed a mixed-integer linear goal programming model and tested it using real data from an iron ore mine. The results showed that the proposed approach supports decision-makers in the sizing and allocation of truck fleets and in meeting the production and control parameter targets required by the ore processing plants according to the daily scenario, such as low availability of shovels and trucks, flexibility in ore quality, and need for increased production.
引用
收藏
页数:26
相关论文
共 50 条
  • [21] Systematic review on prediction of haulage truck fuel consumption in open-pit mines
    Tadubana, Gomolemo
    Sigweni, Boyce
    Ayoung, Daniel Azerikatoa
    INTERNATIONAL JOURNAL OF MINING RECLAMATION AND ENVIRONMENT, 2024, 38 (10) : 833 - 850
  • [22] A NEW METAHEURISTIC ALGORITHM FOR LONG-TERM OPEN-PIT PRODUCTION PLANNING
    Sattarvand, Javad
    Niemann-Delius, Christian
    ARCHIVES OF MINING SCIENCES, 2013, 58 (01) : 107 - 118
  • [23] Real-time truck dispatching in open-pit mines
    Wang, Xiaowei
    Dai, Qi
    Bian, Yougang
    Xie, Guotao
    Xu, Biao
    Yang, Zeyu
    INTERNATIONAL JOURNAL OF MINING RECLAMATION AND ENVIRONMENT, 2023, 37 (07) : 504 - 523
  • [24] Adaptive open-pit mining planning under geological uncertainty
    Armstrong, Margaret
    Lagos, Tomas
    Emery, Xavier
    Homem-de-Mello, Tito
    Lagos, Guido
    Saure, Denis
    RESOURCES POLICY, 2021, 72
  • [25] Deep Neural Network for Predicting Ore Production by Truck-Haulage Systems in Open-Pit Mines
    Baek, Jieun
    Choi, Yosoon
    APPLIED SCIENCES-BASEL, 2020, 10 (05):
  • [26] Long Term Planning In Open Pit Mines In Presence Of Commodity Price Uncertainty
    Rahmanpour, M.
    Osanloo, M.
    PROCEEDINGS OF THE 24TH INTERNATIONAL MINING CONGRESS AND EXHIBITION OF TURKEY, IMCET 2015, 2015, : 660 - 667
  • [27] Resilient Decision Making in Open Pit Short-term Production Planning in Presence of Geologic Uncertainty
    Rahmanpour, M.
    Osanloo, M.
    INTERNATIONAL JOURNAL OF ENGINEERING, 2016, 29 (07): : 1022 - 1028
  • [28] DEPENDABILITY ASSESMENT OF OPEN-PIT MINES EQUPMENT - STUDY ON THE BASES OF FUZZY ALGEBRA RULES
    Tanasijevic, Milos
    Ivezic, Dejan
    Jovancic, Predrag
    Ignjatovic, Dragan
    Bugaric, Ugljesa
    EKSPLOATACJA I NIEZAWODNOSC-MAINTENANCE AND RELIABILITY, 2013, 15 (01): : 66 - 74
  • [29] Long term production planning of open pit mines by ant colony optimization
    Shishvan, Masoud Soleymani
    Sattarvand, Javad
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2015, 240 (03) : 825 - 836
  • [30] USE OF INTEGRATED AHP-TOPSIS METHOD IN SELECTION OF OPTIMUM MINE PLANNING FOR OPEN-PIT MINES
    Ozdemir, Ali Can
    ARCHIVES OF MINING SCIENCES, 2023, 68 (01) : 35 - 53