使用修改后的FMEA方法对起重机操作危害的风险评估,采用Z数和设置对分析
1College of Mechanical Engineering, Yancheng Institute of Technology, Yancheng, 224051, Jiangsu, China.
Heliyon
|May 10, 2024
概括
本研究引入了一种新的起重机运行危险风险评估模型,使用Z数和设置对分析 (Z-SPA) 来克服传统故障模式和影响分析 (FMEA) 中的信息丢失和危险等级缺陷. 该Z-SPA模型提高了风险评估的准确性.
科学领域:
- 工程 工程师 工程师 工程师
- 风险管理 风险管理
- 人工智能的人工智能
背景情况:
- 传统的故障模式和影响分析 (FMEA) 在起重机操作危险风险评估方面面临挑战,特别是信息丢失和危险分类不足.
- 现有的方法很难有效地处理风险评估数据中固有的不确定性.
研究的目的:
- 提出一种新的起重机运行危险风险评估模型,解决FMEA的局限性.
- 整合Z-numbers用于不确定性量化和设置对分析 (SPA) 用于危险分类.
主要方法:
- 使用Z数字来表示和管理风险评估中的信息不确定性.
- 将Z数字转换为间隔数字,以防止在清晰转换过程中丢失信息.
- 采用设置对分析 (SPA),包括等级歧视规则和连接号码评分功能,以确定危险等级.
主要成果:
- 拟议的Z-SPA模型有效地解决了FMEA中的信息丢失和危险级缺陷.
- 案例研究证明了该模型的有效性,以及其在起重机运行危险风险分析方面的优越性.
- 该方法为评估起重机运行风险提供了更强大,更准确的方法.
结论:
- Z-SPA模型为起重机操作危险风险评估提供了显著的改进.
- 这种增强的方法提供了一个更可靠的框架来识别和减轻运营风险.
- 该研究强调了Z数和SPA在复杂的风险评估场景中的潜力.
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