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Multi-objective Optimization Method for Ore Blending of Open-pit Mine Based on SPEA2 and Entropy-weighted TOPSIS
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Xiaojiang ZHOU1, 2, Pengcheng LIU1, 2, Lixue WEN3, Songyang ZHAO1, 2
Uranium Mining and Metallurgy | 2024, 43(4) : 25 - 32
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Uranium Mining and Metallurgy | 2024, 43(4): 25-32
MINING AND HYDROMETALLURGY
Multi-objective Optimization Method for Ore Blending of Open-pit Mine Based on SPEA2 and Entropy-weighted TOPSIS
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Xiaojiang ZHOU1, 2, Pengcheng LIU1, 2, Lixue WEN3, Songyang ZHAO1, 2
Affiliations
  • 1 Luoyang Fuchuan Mining Co., Ltd., Luoyang 471500, China
  • 2 China Molybdenum Group Co., Ltd., Luoyang 471500, China
  • 3 Changsha Dimine Co., Ltd., Changsha 410221, China
Published: 2024-11-20 doi: 10.13426/j.cnki.yky.2024.04.04
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Aiming at the optimization problem of ore blending for multi-metal in open-pit mine, a multi-objective optimization mathematical model for ore blending of multi-metal in open-pit mine is established, which takes the minimum ore grade deviation and the lowest production cost as the optimization objectives, and comprehensively considers various constraints such as production capacity of ore point, ore output, ore grade, oxidation rate, equipment production capacity and quantity, lithology and beneficiation process requirements. A multi-objective optimization method for ore blending of multi-metal in open-pit mine based on SPEA2 and entropy weighted TOPSIS is proposed. The method is applied to the optimization of ore matching in Shangfanggou molybdenum mine. The results show that compared with the original ore blending plan, the ore grade deviation of the optimized ore blending plan is reduced by 73.60%, and the production cost is reduced by 20.99%.

ore blending optimization  /  SPEA2  /  entropy-weighted TOPSIS  /  multi-objective optimization  /  molybdenum mine  /  multi-metal mine
Xiaojiang ZHOU, Pengcheng LIU, Lixue WEN, Songyang ZHAO. Multi-objective Optimization Method for Ore Blending of Open-pit Mine Based on SPEA2 and Entropy-weighted TOPSIS[J]. Uranium Mining and Metallurgy, 2024 , 43 (4) : 25 -32 . DOI: 10.13426/j.cnki.yky.2024.04.04
Year 2024 volume 43 Issue 4
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doi: 10.13426/j.cnki.yky.2024.04.04
  • Receive Date:2024-04-05
  • Online Date:2025-07-04
  • Published:2024-11-20
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  • Received:2024-04-05
Affiliations
    1 Luoyang Fuchuan Mining Co., Ltd., Luoyang 471500, China
    2 China Molybdenum Group Co., Ltd., Luoyang 471500, China
    3 Changsha Dimine Co., Ltd., Changsha 410221, China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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