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Optimization Method and Sensitivity Analysis of Stope Structure Parameters Based on Response Surface
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Deqing GAN1, 2, 3, 4, Qi MENG1, 2, 3, 4, Zhiyi LIU1, 2, 3, 4, Yanze LU1, 2, 3, 4, 5
Mining Research and Development | 2025, 45(3) : 31 - 40
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Mining Research and Development | 2025, 45(3): 31-40
Optimization Method and Sensitivity Analysis of Stope Structure Parameters Based on Response Surface
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Deqing GAN1, 2, 3, 4, Qi MENG1, 2, 3, 4, Zhiyi LIU1, 2, 3, 4, Yanze LU1, 2, 3, 4, 5
Affiliations
  • 1.College of Mining Engineering, North China University of Science and Technology, Tangshan, Hebei 063210, China
  • 2.Collaborative Innovation Center of Green Development and Ecological Restoration of Mineral Resources, North China University of Science and Technology, Tangshan, Hebei 063210, China
  • 3.Green Intelligent Mining Technology Innovation Center of Hebei Province, North China University of Science and Technology, Tangshan, Hebei 063210, China
  • 4.Hebei Province Key Laboratory of Mining Development and Security Technology, North China University of Science and Technology, Tangshan, Hebei 063210, China
  • 5.Shahe Zhongguan Iron Mine Co., Ltd., Hebei Iron and Steel Group, Xingtai, Hebei 054100, China
Published: 2025-03-25
Outline
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To solve the problem of roof instability or insufficient production capacity caused by unreasonable values of stope structure parameters, an iron ore mine in Hebei Province was selected as the background to optimize the stope structure parameters and analyze their sensitivity. Firstly, a rock mass quality investigation was conducted and the extended Mathews stability chart method with stable probability was used to preliminarily determine the width and length range of the stope. Then, FLAC3D numerical simulation was used to explore the deformation law of the maximum displacement of the stope roof with the variation of structure parameters. Combined with response surface method, a prediction model for the displacement of the stope roof was constructed, and the sensitivity of the single factor affecting the displacement of the stope roof and their interaction relationship were explored. Finally, considering safety and block size, the stope structure parameters were optimized, and industrial experiments were conducted to verify the rationality of the results. The results indicate that the overall rating of the ore body is grade V, and the rock mass quality is very poor. The sensitivity of the roof displacement of the stope to various parameters, from high to low, is as follows: stope width, stope length, and stope height. The optimal stope structure parameters for this ore body are a width of 12 m, a length of 36 m, and a height of 60 m. When using the structure parameters for recovery, the contour of the goaf is relatively flat and stable. The research results can provide theoretical basis for selecting reasonable stope structure parameters and correctly coordinating stope safety and production capacity.

Stope structure parameter  /  Sensitivity analysis  /  Response surface method  /  Mathews stability chart method  /  Numerical simulation
甘德清, 孟岐, 刘志义, 路燕泽. 基于响应曲面的采场结构参数优化方法与敏感性分析. 矿业研究与开发, 2025 , 45 (3) : 31 -40 .
Deqing GAN, Qi MENG, Zhiyi LIU, Yanze LU. Optimization Method and Sensitivity Analysis of Stope Structure Parameters Based on Response Surface[J]. Mining Research and Development, 2025 , 45 (3) : 31 -40 .
Year 2025 volume 45 Issue 3
81
34
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  • Receive Date:2024-05-17
  • Online Date:2026-10-29
  • Published:2025-03-25
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  • Received:2024-05-17
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Affiliations
    1.College of Mining Engineering, North China University of Science and Technology, Tangshan, Hebei 063210, China
    2.Collaborative Innovation Center of Green Development and Ecological Restoration of Mineral Resources, North China University of Science and Technology, Tangshan, Hebei 063210, China
    3.Green Intelligent Mining Technology Innovation Center of Hebei Province, North China University of Science and Technology, Tangshan, Hebei 063210, China
    4.Hebei Province Key Laboratory of Mining Development and Security Technology, North China University of Science and Technology, Tangshan, Hebei 063210, China
    5.Shahe Zhongguan Iron Mine Co., Ltd., Hebei Iron and Steel Group, Xingtai, Hebei 054100, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
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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