Human factors analysis of coal mine gas accidents based on improved HFACS model

IF 2.2 3区 工程技术 Q3 ENGINEERING, MANUFACTURING
Mengjiao Zhang, Hongxia Li, Heqiong Xia, Qian Zhang, Yanlin Chen, Yuchen Liu, Haoran Xu
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Abstract

Gas accidents represent a crucial domain of coal mine safety research, as they result in substantial property damage, environmental pollution, and even loss of life compared to other types of accidents. Particularly, human factors play a significant role in the majority of mining accidents. The objective of this paper is to enhance the quality of coal mine safety management, minimize the occurrence of adverse human factors in gas accidents, and analyze the factors influencing coal mine gas accidents using the Human Factors Analysis and Classification System (HFACS). To commence, this paper has devised a human factor influence index system based on the enhanced HFACS for coal mine gas accidents. Subsequently, the Decision-making Trial and Evaluation Laboratory (DEMATEL) method has been employed to quantitatively delineate the causal relationships among these factors. Lastly, this paper utilized the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) comprehensive evaluation method to evaluate the importance of factors influencing coal mine gas accidents. The research findings indicate that through the utilization of the DEMATEL methodology for centrality and causal relationship calculations, the centrality and causality values associated with poor organizational management emerge as the foremost among all factors. This underscores the pivotal role that poor organizational management plays in the human factors influencing coal mine gas accidents. Furthermore, a meticulous examination using TOPSIS identified the top five indicators of influence capability: cognitive errors > habitual violations > operational management > management process > resource management. The analysis of human factors in coal mine gas accidents can provide enhanced theoretical support for the management of production safety in coal mines, as well as the prevention of gas accidents.

基于改进的 HFACS 模型的煤矿瓦斯事故人为因素分析
瓦斯事故是煤矿安全研究的一个重要领域,因为与其他类型的事故相比,瓦斯事故会造成巨大的财产损失、环境污染甚至生命损失。尤其是人为因素在大多数矿难中起着重要作用。本文旨在提高煤矿安全管理质量,最大限度地减少瓦斯事故中不良人为因素的发生,并利用人为因素分析与分类系统(HFACS)分析煤矿瓦斯事故的影响因素。首先,本文基于增强型 HFACS 设计了煤矿瓦斯事故人为因素影响指标体系。随后,本文采用决策试验和评估实验室(DEMATEL)方法,定量分析了这些因素之间的因果关系。最后,本文利用与理想解相似度排序偏好技术(TOPSIS)综合评价法对煤矿瓦斯事故影响因素的重要性进行了评价。研究结果表明,通过利用 DEMATEL 方法进行中心性和因果关系计算,与组织管理不善相关的中心性和因果关系值在所有因素中居首位。这凸显了组织管理不善在影响煤矿瓦斯事故的人为因素中的关键作用。此外,利用 TOPSIS 方法进行了细致的研究,确定了影响能力的五大指标:认知错误 > 习惯性违章 > 运营管理 > 管理流程 > 资源管理。通过对煤矿瓦斯事故中人为因素的分析,可以为煤矿安全生产管理以及瓦斯事故的预防提供更有力的理论支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.20
自引率
8.30%
发文量
37
审稿时长
6.0 months
期刊介绍: The purpose of Human Factors and Ergonomics in Manufacturing & Service Industries is to facilitate discovery, integration, and application of scientific knowledge about human aspects of manufacturing, and to provide a forum for worldwide dissemination of such knowledge for its application and benefit to manufacturing industries. The journal covers a broad spectrum of ergonomics and human factors issues with a focus on the design, operation and management of contemporary manufacturing systems, both in the shop floor and office environments, in the quest for manufacturing agility, i.e. enhancement and integration of human skills with hardware performance for improved market competitiveness, management of change, product and process quality, and human-system reliability. The inter- and cross-disciplinary nature of the journal allows for a wide scope of issues relevant to manufacturing system design and engineering, human resource management, social, organizational, safety, and health issues. Examples of specific subject areas of interest include: implementation of advanced manufacturing technology, human aspects of computer-aided design and engineering, work design, compensation and appraisal, selection training and education, labor-management relations, agile manufacturing and virtual companies, human factors in total quality management, prevention of work-related musculoskeletal disorders, ergonomics of workplace, equipment and tool design, ergonomics programs, guides and standards for industry, automation safety and robot systems, human skills development and knowledge enhancing technologies, reliability, and safety and worker health issues.
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