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Comprehensive safety evaluation for back-filling control system based on modified set pair matter-element extension
Yu Yin1,2,3, Shijiao Yang1, Yushan Yang4
1School of Resources Environment and Safety Engineering, University of South China, Hengyang, Hunan, 421001, People's Republic of China.
This study introduces a novel comprehensive safety evaluation model for back-filling control systems. The model, utilizing set pair matter-element extension and combined weighting, accurately assesses system safety, aligning with real-world conditions.
Area of Science:
- Mining Engineering
- Safety Science
- Systems Engineering
Background:
- Existing safety system evaluation theories require enrichment.
- Comprehensive evaluation of back-filling control systems is crucial for operational safety.
Purpose of the Study:
- To develop a multi-level comprehensive safety evaluation index system for back-filling control systems.
- To construct a set pair matter-element extension comprehensive evaluation model.
Main Methods:
- Developed a 16-factor index system across four aspects: slurry preparation, pipeline monitoring, strength monitoring, and visual management.
- Employed order relationship, entropy weight, and Lagrange combination weighting methods for indicator weighting.
- Utilized set pair matter-element extension principles to construct membership functions and calculate connection degrees.
Main Results:
- The proposed model achieved consistent and accurate safety evaluations across three case studies.
- Evaluation results were validated against cloud model and attribute recognition models, showing strong agreement.
- The model effectively assesses the safety level of back-filling control systems.
Conclusions:
- The developed comprehensive evaluation model is applicable and effective for back-filling control systems.
- Combination weighting methods and set-pair extension matter-element theory provide a robust framework for safety assessment.
- The study contributes to advancing safety system evaluation theory in mining operations.
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