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  1. Home
  2. A Comprehensive Risk Assessment Method For Hot Work In Underground Mines Based On G1-ewm And Unascertained Measure Theory.
  1. Home
  2. A Comprehensive Risk Assessment Method For Hot Work In Underground Mines Based On G1-ewm And Unascertained Measure Theory.

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A comprehensive risk assessment method for hot work in underground mines based on G1-EWM and unascertained measure

Xiaoqiang Ding1, Xiangliang Tian2, Jinhui Wang3

  • 1College of Ocean Science and Engineering, Shanghai Maritime University, Shanghai, 201306, China.

Scientific Reports
|March 14, 2024

View abstract on PubMed

Summary
This summary is machine-generated.

This study introduces a novel risk assessment method for hot work in underground mines, combining G1-EWM weighting and unascertained measurement theory. The method effectively identifies high-risk areas, enhancing safety protocols for mining operations.

Keywords:
Combined weightingEntropy weight method (EWM)Hot workOrder relationship method (G1)Unascertained measurement theory

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Area of Science:

  • Mining Engineering
  • Risk Management
  • Safety Science

Background:

  • Hot work operations in underground mines pose significant accident risks.
  • Existing risk assessment methods may lack precision for complex mining environments.
  • Effective safety protocols are crucial for preventing accidents during hot work.

Purpose of the Study:

  • To develop and validate a robust risk assessment method for hot work in underground mines.
  • To integrate G1-EWM weighting and unascertained measurement theory for enhanced accuracy.
  • To provide a practical tool for identifying and mitigating hot work risks in mining.

Main Methods:

  • Construction of a single indicator measurement matrix using unascertained measurement theory.
  • Establishment of a risk assessment index system for underground hot work.
  • Determination of index weights using G1 (order relationship analysis) and EWM (entropy weight method).
  • Calculation of multi-index comprehensive evaluation vectors and risk level determination via confidence identification.
  • Main Results:

    • The proposed method successfully evaluated risk levels for hot work in metal mine tunnels (IV - High Risk) and vertical shafts (III - Moderate Risk).
    • Evaluation results demonstrated consistency with on-site risk assessments, validating the model's feasibility.
    • The method provides a reliable assessment of hot work risks in diverse underground mining scenarios.

    Conclusions:

    • The combined G1-EWM and unascertained measurement model offers a unique and effective strategy for hot work risk management in underground mines.
    • The developed model possesses both theoretical significance and practical applicability for improving mine safety.
    • Future research should explore model refinement for broader applicability and integration of advanced analytical techniques.