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Current Status and Prospects of Application of Intelligent Technologies in Safety Management of Non-coal Mines
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Xiaoshuang LI1, Haochun ZANG1, Yunmin WANG2, Jianpeng LIU1
Mining and Metallurgical Engineering | 2025, 45(6) : 1 - 7
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Mining and Metallurgical Engineering | 2025, 45(6): 1-7
• MINING •
Current Status and Prospects of Application of Intelligent Technologies in Safety Management of Non-coal Mines
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Xiaoshuang LI1, Haochun ZANG1, Yunmin WANG2, Jianpeng LIU1
Affiliations
  • 1.School of Urban Construction, Changzhou University, Changzhou 213164, Jiangsu, China
  • 2.State Key Laboratory of Safety and Health for Metal Mines, Ma'anshan 243000, Anhui, China
doi: 10.3969/j.issn.0253-6099.2025.06.01
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This paper presents the evolution path of intelligent technologies, from automated monitoring at early stage to modern AI-based decision support, and focuses on analysis of research results and application cases of key technologies, such as neural networks, the Internet of Things (IoT), digital twins and big data. It also presents discussion of the latest progress in application of a new generation of intelligent technologies represented by machine learning in safety management of non-coal mines. Specifically, technologies including deep neural networks, support vector machines, decision trees and random forests have shown advantages in aspects such as personnel safety management and positioning, monitoring and early warning of mine disasters, safe operation of mine equipment, and safety in mine blasting operation. Finally, the development trends of non-coal mine safety management are proposed, in terms of in-depth application and integration of intelligent technologies, compatibility of old equipment with modern intelligent technologies, and integrated management.

mine safety  /  non-coal mine  /  intelligent technology  /  safety management  /  machine learning  /  development trend
李小双, 臧浩淳, 王运敏, 刘健鹏. 非煤矿山安全管理中智能化技术的应用现状与展望. 矿冶工程杂志, 2025 , 45 (6) : 1 -7 . DOI: 10.3969/j.issn.0253-6099.2025.06.01
Xiaoshuang LI, Haochun ZANG, Yunmin WANG, Jianpeng LIU. Current Status and Prospects of Application of Intelligent Technologies in Safety Management of Non-coal Mines[J]. Mining and Metallurgical Engineering, 2025 , 45 (6) : 1 -7 . DOI: 10.3969/j.issn.0253-6099.2025.06.01
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Year 2025 volume 45 Issue 6
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doi: 10.3969/j.issn.0253-6099.2025.06.01
  • Receive Date：2025-05-30
  • Online Date：2026-10-08
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  • Received：2025-05-30
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Affiliations
    1.School of Urban Construction, Changzhou University, Changzhou 213164, Jiangsu, China
    2.State Key Laboratory of Safety and Health for Metal Mines, Ma'anshan 243000, Anhui, 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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