基于云模型和改进的分配组合的煤炭和天然气突出风险评估
Yun Qi1,2,3, Kailong Xue4, Wei Wang1,2
1College of Mechanical Engineering and Automation, Liaoning University of Technology, Jinzhou, 121001, People's Republic of China.
Scientific reports
|February 24, 2024
概括
本研究引入了一种增强的云模型,用于评估煤炭和天然气爆发风险. 改进的方法准确地识别了一般的风险水平,与真实世界的矿山安全观察结果保持一致.
科学领域:
- 采矿工程 采矿工程 采矿工程
- 地质工程是地质工程.
- 风险评估 风险评估
背景情况:
- 煤炭和天然气爆发在地下采矿中构成重大风险.
- 准确的风险评估对于确保矿山安全和运营效率至关重要.
研究的目的:
- 为精确的煤炭和天然气爆发风险评估开发一个增强的组合权重云模型.
- 为爆发风险建立一个全面的评估指数系统.
主要方法:
- 建立了一个全面的评价指数系统,包括主要和次要指标.
- 采用了对主观权重进行改进的分析层次过程 (IAHP) 和对客观权重进行改进的CRITIC.
- 使用拉格朗奇乘法来实现最佳重量融合,并使用云模型进行风险评估.
主要成果:
- IAHP与改进的CRITIC方法相结合,在云数字功能 (Ex,En,He) 中表现出卓越的性能.
- 该模型将河北省矿山的风险水平归类为一般风险,与实际观察相一致.
- 验证证实了拟议的风险评估方法的有效性和准确性.
结论:
- 增强的组合权重云模型为确定煤炭和天然气爆发风险提供了快速而准确的方法.
- 这种方法为矿山安全管理和危险预测提供了更高的可靠性.
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