TY - GEN
T1 - A reliability allocation method based on Bayesian networks and Analytic Hierarchy Process
AU - Ma, Zheng
AU - Ren, Yi
AU - Liu, Linlin
AU - Wang, Zili
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2016/1/18
Y1 - 2016/1/18
N2 - Reliability has been greater concerned in recent years and allocating proper reliability value to each component of a complex system as an optimization process to reduce cost and rise productivity is very important. This paper presents a reliability allocation method based on Bayesian networks (BNs). In this paper, the approach are presented in two main aspects: modelling aspect and analysis aspect. At modelling aspect, three main steps are descried. Build model by Reliability Block Diagram (RBD) and transform it into BNs with special weight nodes converted by the weight vector calculated in Analytic Hierarchy Process (AHP). At analysis aspect, the procedure of algorithm is based on the Bayesian approach to interfere and iterate until the value of the leaf node attains the reliability target. To demonstration of this method capability, an example from the literature was described, and the result shows that presented method is convincing and practicable.
AB - Reliability has been greater concerned in recent years and allocating proper reliability value to each component of a complex system as an optimization process to reduce cost and rise productivity is very important. This paper presents a reliability allocation method based on Bayesian networks (BNs). In this paper, the approach are presented in two main aspects: modelling aspect and analysis aspect. At modelling aspect, three main steps are descried. Build model by Reliability Block Diagram (RBD) and transform it into BNs with special weight nodes converted by the weight vector calculated in Analytic Hierarchy Process (AHP). At analysis aspect, the procedure of algorithm is based on the Bayesian approach to interfere and iterate until the value of the leaf node attains the reliability target. To demonstration of this method capability, an example from the literature was described, and the result shows that presented method is convincing and practicable.
KW - Analytic Hierarchy Process
KW - Bayesian networks
KW - Reliability allocation method
UR - https://www.scopus.com/pages/publications/84962028908
U2 - 10.1109/IEEM.2015.7385613
DO - 10.1109/IEEM.2015.7385613
M3 - 会议稿件
AN - SCOPUS:84962028908
T3 - IEEE International Conference on Industrial Engineering and Engineering Management
SP - 83
EP - 87
BT - IEEM 2015 - 2015 IEEE International Conference on Industrial Engineering and Engineering Management
PB - IEEE Computer Society
T2 - IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2015
Y2 - 6 December 2015 through 9 December 2015
ER -