使用FMEA和FFTA进行的海底控制系统的可靠性分析
Chao Liu1,2,3, Guangxin Li3, Wensheng Xiao4,5
1College of Electromechanical Engineering, Qingdao University of Science & Technology, Qingdao, 266061, China.
Scientific reports
|December 2, 2024
概括
本研究介绍了海底控制系统的故障模式和影响分析 (FMEA) 和模糊断层树方法 (FFTA) 的结合方法. 该方法通过识别和量化风险来增强可靠性分析,以确保安全运营.
科学领域:
- 可靠性工程可靠性工程
- 海洋技术 海洋技术
- 风险管理 风险管理
背景情况:
- 海底控制系统对于离岸作业至关重要,要求高可靠性.
- 确保这些复杂系统的安全性和完整性至关重要.
- 现有的可靠性分析方法可能无法完全捕捉到海底系统的复杂性.
研究的目的:
- 开发和应用FMEA-FFTA混合方法,对海底控制系统进行全面的可靠性分析.
- 质量和数量评估系统故障模式及其影响.
- 识别关键组件和故障途径,以有针对性的降低风险.
主要方法:
- 故障模式和影响分析 (FMEA) 用于对故障模式和原因进行定性评估.
- 风险矩阵应用程序以根据严重程度优先考虑故障模式.
- 模糊断层树方法 (FFTA) 用于定量可靠性分析,包括最小切断集的确定.
- 模糊集合理论集成用于概率失败计算和重要性分析.
主要成果:
- FMEA-FFTA方法提供了对海底控制系统可靠性的双重定性和定量评估.
- 在系统中识别高风险,中高风险和中高风险的故障模式.
- 通过概率重要性分析,确定子系统中的弱点.
结论:
- 综合的FMEA-FFTA方法为海底控制系统可靠性提供了一个强大的框架.
- 优先考虑预防性保护和定期测试已识别的高风险故障模式至关重要.
- 这种方法支持在海底环境中提高安全性和运营完整性.
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