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Research on Influencing Factors and Mechanisms of Human-Machine Safety Collaboration Behavior in Coal Mines Based on DEMATEL-ISM

Author

Listed:
  • Xue Yang
  • Qiyu Xing
  • Juan Yang
  • Yujia Yao
  • Kang Tian
  • Hao Cai

Abstract

To manage the process of human-machine safety collaboration in the context of intelligent construction of coal mines and prevent the occurrence of human-machine interaction accidents. This study explores the variables affecting human-machine safety collaboration in coal mines and analyzes the causal relationships and mechanisms of action among the variables. This study adopts DEMATEL-ISM method to analyze the causal relationship between factors affecting human-machine safety collaboration. In addition, the research further identifies key influencing factors from a series of factors, establishes a hierarchical structure model among factors, and understands the interaction mechanism between factors. We reviewed the existing research and found that the Delphi method is used to construct a system of influencing factors of human-machine safety collaboration in coal mines, including miners, intelligent systems, management, group, and the environment. According to the calculation results of DEMATEL, the key factors affecting human-machine safety collaboration behavior are determined as follows: safety education and training, human-machine interaction experience, ease of use, and safety leadership. The ISM method divides the influencing factors into five levels, and the direct and indirect factors affecting human-computer interaction are determined. This study constructs a system of influencing factors of human-machine safety collaboration in coal mines. It uses the DEMATEL-ISM method to determine the key factors affecting human-machine safety collaboration in coal mines and the interaction mechanism between the factors. The research results can provide a theoretical basis and methods for preventing coal mine safety accidents and improving human-machine safety collaboration in coal mines.

Suggested Citation

  • Xue Yang & Qiyu Xing & Juan Yang & Yujia Yao & Kang Tian & Hao Cai, 2024. "Research on Influencing Factors and Mechanisms of Human-Machine Safety Collaboration Behavior in Coal Mines Based on DEMATEL-ISM," SAGE Open, , vol. 14(1), pages 21582440241, March.
    • Handle: RePEc:sae:sagope:v:14:y:2024:i:1:p:21582440241239126
    DOI: 10.1177/21582440241239126
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    1. Wenlong Shen & Meng Wang & Zhengzheng Cao & Faqiang Su & Hua Nan & Xuelong Li, 2019. "Mining-Induced Failure Criteria of Interactional Hard Roof Structures: A Case Study," Energies, MDPI, vol. 12(15), pages 1-17, August.
    2. Jinjia Zhang & Kaili Xu & Greg You & Beibei Wang & Lei Zhao, 2019. "Causation Analysis of Risk Coupling of Gas Explosion Accident in Chinese Underground Coal Mines," Risk Analysis, John Wiley & Sons, vol. 39(7), pages 1634-1646, July.
    3. Maria Francesca Milazzo & Giuseppa Ancione & Giancarlo Consolo, 2021. "Human Factors Modelling Approach: Application to a Safety Device Supporting Crane Operations in Major Hazard Industries," Sustainability, MDPI, vol. 13(4), pages 1-21, February.
    4. Teng Li & Deyi Zhou & Amar Razzaq & Qing Wang, 2021. "Rethinking the Role of Grain Banks in China’s Agriculture," Agriculture, MDPI, vol. 11(1), pages 1-16, January.
    5. Fa, Ziwei & Li, Xinchun & Qiu, Zunxiang & Liu, Quanlong & Zhai, Zhengyuan, 2021. "From correlation to causality: Path analysis of accident-causing factors in coal mines from the perspective of human, machinery, environment and management," Resources Policy, Elsevier, vol. 73(C).
    6. Kexue Zhang & Lei Kang & Xuexi Chen & Manchao He & Chun Zhu & Dong Li, 2022. "A Review of Intelligent Unmanned Mining Current Situation and Development Trend," Energies, MDPI, vol. 15(2), pages 1-19, January.
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