Title :
Reliability analysis method of mechanical system with correlated failures
Author :
Tu, Hongmao ; Qian, Yunpeng ; Li, Juan
Author_Institution :
North China Syst. Eng. Inst., CNGC, Beijing, China
Abstract :
This paper presents a general mechanical system reliability modeling and analysis method, which consider the correlations of failure modes. Firstly, the performance functions which mathematically represent the failure modes are linearized based on FORM (First Order Reliability Methods), and the correlation coefficient matrix of those functions is calculated. Then, the PFTA (Probabilistic Fault Tree Analysis) method is adopted to establish the system reliability model which can take the correlations into account. Finally, effective algorithms such as G-FOMN (General First Order Multinormal Method) are used to quantify the system reliability, and the sensitivities of the system reliability index with respect to each failure mode, as well as the mean value and standard deviation of each random variable are also calculated. An engineering example demonstrates the applicability of the proposed method.
Keywords :
failure (mechanical); fault trees; matrix algebra; probability; reliability theory; FORM; G-FOMN; PFTA; correlated failures; correlation coefficient matrix; first order reliability methods; general first order multinormal method; mechanical system reliability; probabilistic fault tree analysis; reliability analysis method; standard deviation; Correlation; Indexes; Linear approximation; Mathematical model; Reliability; Sensitivity; Sensitivity; correlative coefficient; mechanical system reliability; performance function; system reliability model;
Conference_Titel :
Reliability, Maintainability and Safety (ICRMS), 2011 9th International Conference on
Conference_Location :
Guiyang
Print_ISBN :
978-1-61284-667-5
DOI :
10.1109/ICRMS.2011.5979249