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Downward layered mining based on G1-RF combined empowerment cloud model evaluation of filling stability
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Yuzhen HE1, Wenjie WANG1, Zhongjie CHEN2
China Safety Science Journal | 2025, 35(4) : 165 - 172
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China Safety Science Journal | 2025, 35(4): 165-172
Safety engineering technology
Downward layered mining based on G1-RF combined empowerment cloud model evaluation of filling stability
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Yuzhen HE1, Wenjie WANG1, Zhongjie CHEN2
Affiliations
  • 1 School of Resources and Environmental Engineering,Wuhan University of Science and Technology,Wuhan Hubei 430081,China
  • 2 No.2 Mine Area,Jinchuan Group Nickel and Cobalt Co.,Ltd.,Jinchang Gansu 737100,China
Published: 2025-04-28 doi: 10.16265/j.cnki.issn1003-3033.2025.04.0474
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In order to solve the index ambiguity problem in the risk assessment process of downward layered mining filling body stability,the filling body stability assessment model was constructed. Firstly,12 factors affecting the stability of the filling body,such as cohesion,exposed area,stress ratio,etc.,were selected as risk evaluation indicators to establish the evaluation index system. Secondly,the cloud model theory was introduced to calculate the cloud digital characteristics of each indicator,and the comprehensive weight was obtained by using G1-RF,and a comprehensive evaluation model of the stability of layered mining filler was constructed based on the G1-RF combined empowerment cloud model to determine the stability risk level of the mine filler. Finally,the evaluation method was applied to the stability analysis of the mine filler in the actual project. The results show that the comprehensive evaluation method can effectively solve the problems of indicator ambiguity and weak relevance in the process of risk assessment,more accurately and quickly evaluate the stability of the filling body,and realize the visualization of the risk level.

order relationship analysis method (G1)  /  random forest(RF)  /  portfolio empowerment  /  cloud model  /  downward layered mining  /  stability of the filling body
Yuzhen HE, Wenjie WANG, Zhongjie CHEN. Downward layered mining based on G1-RF combined empowerment cloud model evaluation of filling stability[J]. China Safety Science Journal, 2025 , 35 (4) : 165 -172 . DOI: 10.16265/j.cnki.issn1003-3033.2025.04.0474
Year 2025 volume 35 Issue 4
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Article Info
doi: 10.16265/j.cnki.issn1003-3033.2025.04.0474
  • Receive Date:2024-11-21
  • Online Date:2025-07-05
  • Published:2025-04-28
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History
  • Received:2024-11-21
  • Revised:2025-02-13
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Affiliations
    1 School of Resources and Environmental Engineering,Wuhan University of Science and Technology,Wuhan Hubei 430081,China
    2 No.2 Mine Area,Jinchuan Group Nickel and Cobalt Co.,Ltd.,Jinchang Gansu 737100,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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