TY - JOUR
T1 - System Reliability Evaluation Method Considering Physical Dependency with FMT and BDD Analytical Algorithm
AU - Chen, Ying
AU - Wang, Yanfang
AU - Yang, Song
AU - Kang, Rui
N1 - Publisher Copyright:
© 1990-2011 Beijing Institute of Aerospace Information.
PY - 2022/2/1
Y1 - 2022/2/1
N2 - Recently, the physics-of-failure (PoF) method has been more and more popular in engineering to understand the failure mechanisms (FMs) of products. However, due to the lack of system modeling methods and problem-solving algorithms, the information of FMs cannot be used to evaluate system reliability. This paper presents a system reliability evaluation method with failure mechanism tree (FMT) considering physical dependency (PDEP) such as competition, trigger, acceleration, inhibition, damage accumulation, and parameter combination. And the binary decision diagram (BDD) analytical algorithm is developed to establish a system reliability model. The operation rules of ite operators for generating BDD are discussed. The flow chart of system reliability evaluation method based on FMT and BDD is proposed. The proposed method is applied in the case of an electronic controller drive unit. Results show that the method is effective to evaluate system reliability from the perspective of FM.
AB - Recently, the physics-of-failure (PoF) method has been more and more popular in engineering to understand the failure mechanisms (FMs) of products. However, due to the lack of system modeling methods and problem-solving algorithms, the information of FMs cannot be used to evaluate system reliability. This paper presents a system reliability evaluation method with failure mechanism tree (FMT) considering physical dependency (PDEP) such as competition, trigger, acceleration, inhibition, damage accumulation, and parameter combination. And the binary decision diagram (BDD) analytical algorithm is developed to establish a system reliability model. The operation rules of ite operators for generating BDD are discussed. The flow chart of system reliability evaluation method based on FMT and BDD is proposed. The proposed method is applied in the case of an electronic controller drive unit. Results show that the method is effective to evaluate system reliability from the perspective of FM.
KW - binary decision diagram (BDD)
KW - failure mechanism tree (FMT)
KW - failure physical dependency
KW - system reliability modeling
UR - https://www.scopus.com/pages/publications/85126101847
U2 - 10.23919/JSEE.2022.000022
DO - 10.23919/JSEE.2022.000022
M3 - 文章
AN - SCOPUS:85126101847
SN - 1671-1793
VL - 33
SP - 222
EP - 232
JO - Journal of Systems Engineering and Electronics
JF - Journal of Systems Engineering and Electronics
IS - 1
ER -