基于主观估计法和FMEDA的失效数据分析及应用

计算机工程与应用 ›› 2013, Vol. 49 ›› Issue (16): 255-259.

基于主观估计法和FMEDA的失效数据分析及应用

张杰1，王海清2，李玉明3，姜巍巍3

1.浙江大学工业控制研究所，杭州 310027
2.中国石油大学（华东）机电工程学院，山东青岛 266555
3.中国石油化工股份有限公司青岛安全工程研究院，储运与安控技术研究室，山东青岛 266071

出版日期:2013-08-15 发布日期:2013-08-15

Failure data analysis based on subjective estimation and FMEDA and application

ZHANG Jie1, WANG Haiqing2, LI Yuming3, JIANG Weiwei3

1.Institute of Industrial Process Control, Zhejiang University, Hangzhou 310027, China
2.College of Mechanical and Electrical Engineering, China University of Petroleum（East China）, Qingdao, Shandong 266555, China
3.Storage and Transportation & Safety Control Technique Laboratory, Sinopec Safety Engineering Institute, China Petroleum Chemical Corporation, Qingdao, Shandong 266071, China

Online:2013-08-15 Published:2013-08-15

摘要/Abstract

摘要： 针对安全仪表系统安全完整性等级验证（SIL）和机械装置的失效模式、影响及诊断分析（FMEDA）缺乏特定工厂环境、联锁回路中的产品（如阀门、变送器、逻辑控制器等）失效数据这一关键不足，提出了一种基于主观估计法和皮尔逊卡方检验法的失效数据分析方法，并以丙烯腈反应器出口温度高联锁回路中的气动薄膜调节阀为例，应用该方法估计产品寿命分布和实际失效率；应用机械FMEDA法和故障树（FTA）法对回路进行SIL验证，给出改进措施。结果表明，应用该方法获取的产品失效数据对相应联锁回路进行SIL验证比应用国外通用数据库更准确。

关键词: 安全仪表系统, 失效模式, 影响及诊断分析, 安全完整性等级验证, 主观估计, 皮尔逊卡方检验

Abstract: To solve the key defect that Safety Integrity Level（SIL） verification of safety instrumented system and mechanism Failure Modes, Effects and Diagnostic Analysis（FMEDA） both lack in product（such as valves, transmitters and logic controllers and so on） failure rates obtained from special factory environment and interlock loops, a new method based on subjective estimation method and Pearson chi-square method is proposed to analyze failure data. The method is applied to estimate the life distribution and actual failure rate of pneumatic diaphragm control valve used in the interlock loop upon high exit temperature of acrylonitrile reactor. SIL verification of the loop is carried out by mechanism FMEDA and Fault Tree Analysis and further suggestions are presented. The result shows that SIL verification with data provided by the method is more accurate than others with foreign databases.

Key words: safety instrumented system, failure modes, effects and diagnostic analysis, safety integrity level verification, subjective estimation, Pearson chi-square

张杰1，王海清2，李玉明3，姜巍巍3. 基于主观估计法和FMEDA的失效数据分析及应用[J]. 计算机工程与应用, 2013, 49(16): 255-259.

ZHANG Jie1, WANG Haiqing2, LI Yuming3, JIANG Weiwei3. Failure data analysis based on subjective estimation and FMEDA and application[J]. Computer Engineering and Applications, 2013, 49(16): 255-259.

[1]	薛利兴，左德承，张展. 考虑系统调用和失效模式的软件可靠性模型[J]. 计算机工程与应用, 2014, 50(9): 5-11.
[2]	张汝波，史长亭，杨婷. 水下机器人软件可靠性及故障诊断方法研究[J]. 计算机工程与应用, 2011, 47(18): 226-230.