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Accident causal analysis of object strike in hydropower project construction based on text mining
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Xiazhong ZHENG1, 2, Yicheng LIU2, Bo SHAO1, 2, **, Shuo WANG2, Shan'gang KE2
China Safety Science Journal | 2024, 34(4) : 50 - 57
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China Safety Science Journal | 2024, 34(4): 50-57
Safety engineering technology
Accident causal analysis of object strike in hydropower project construction based on text mining
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Xiazhong ZHENG1, 2, Yicheng LIU2, Bo SHAO1, 2, **, Shuo WANG2, Shan'gang KE2
Affiliations
  • 1 Hubei Key Laboratory of Construction and Management in Hydropower Engineering,China Three Gorges University,Yichang Hubei 443002,China
  • 2 College of Hydraulic & Environmental Engineering,China Three Gorges University,Yichang Hubei 443002,China
Published: 2024-04-28 doi: 10.16265/j.cnki.issn1003-3033.2024.04.1452
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To clarify the accident causes and their association rules of strike accidents in hydropower project construction,specific accident prevention strategies were proposed to curb accidents at source. Based the selected object strike accidents during hydropower construction process,14 accident causal parameters were summarized using text mining from four perspectives including worker,machine,environment and management. Moreover,an importance analysis model was proposed by coupling association rules and the DEMATEL approach to analyze the interrelated relationship between causes and determine major accident causes. The results showed that the accident causes of object strikes in hydropower projects were closely related to each other,among which inadequate safety supervision and inspection,illegal operations,insufficient safety protection,and weak safety awareness directly affected the accident's occurrence. Furthermore,the deeper causing factors of accidents were incomplete on-site cleaning,insufficient disclosure of safety technology,and inadequate safety education. Weak safety awareness ranked first in terms of centrality and had the greatest influence on the accident causation system,thereby the above causative factors should be emphasized in project construction.

text mining  /  hydropower project construction  /  object strike  /  accident causes  /  association rules  /  decision making trial and evaluation laboratory(DEMATEL) approach
Xiazhong ZHENG, Yicheng LIU, Bo SHAO, Shuo WANG, Shan'gang KE. Accident causal analysis of object strike in hydropower project construction based on text mining[J]. China Safety Science Journal, 2024 , 34 (4) : 50 -57 . DOI: 10.16265/j.cnki.issn1003-3033.2024.04.1452
Year 2024 volume 34 Issue 4
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Article Info
doi: 10.16265/j.cnki.issn1003-3033.2024.04.1452
  • Receive Date:2023-10-14
  • Online Date:2025-07-09
  • Published:2024-04-28
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  • Received:2023-10-14
  • Revised:2024-01-18
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Affiliations
    1 Hubei Key Laboratory of Construction and Management in Hydropower Engineering,China Three Gorges University,Yichang Hubei 443002,China
    2 College of Hydraulic & Environmental Engineering,China Three Gorges University,Yichang Hubei 443002,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
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占总种数比例
Percentage of
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种数
Number of
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Percentage of total
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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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