TY - JOUR
T1 - Joint integrated importance measure For Multi-State Transition Systems
AU - Si, Shubin
AU - Dui, Hongyan
AU - Cai, Zhiqiang
AU - Sun, Shudong
AU - Zhang, Yingfeng
PY - 2012
Y1 - 2012
N2 - Integrated Manufacturing Technology, School of Mechatronics, Northwestern Polytechnical University, Shaanxi, P. R. China Joint reliability importance (JRI) evaluates the interaction of two components in contributing to the system reliability in a system. Traditional JRI measures mainly concern the change of the system reliability caused by the interactive change of the reliabilities of the two components and seldom consider the probability distributions, transition rates of the object component states, and system performance. This article extends the JRI concept of two components from multi-state systems to multi-state transition systems and mainly focuses on the joint integrated importance measure (JIIM) which considers the transition rates of component states. Firstly, the concept and physical meaning of JIIM in binary systems are described. Secondly, the JIIM for deterioration process (JIIMDP) and the JIIM for maintenance process (JIIMMP) in multi-state systems are studied respectively. The corresponding characteristics of JIIMDP and JIIMMP for series and parallel systems are also analyzed. Finally, an application to an offshore electrical power generation system is given to demonstrate the proposed JIIM.
AB - Integrated Manufacturing Technology, School of Mechatronics, Northwestern Polytechnical University, Shaanxi, P. R. China Joint reliability importance (JRI) evaluates the interaction of two components in contributing to the system reliability in a system. Traditional JRI measures mainly concern the change of the system reliability caused by the interactive change of the reliabilities of the two components and seldom consider the probability distributions, transition rates of the object component states, and system performance. This article extends the JRI concept of two components from multi-state systems to multi-state transition systems and mainly focuses on the joint integrated importance measure (JIIM) which considers the transition rates of component states. Firstly, the concept and physical meaning of JIIM in binary systems are described. Secondly, the JIIM for deterioration process (JIIMDP) and the JIIM for maintenance process (JIIMMP) in multi-state systems are studied respectively. The corresponding characteristics of JIIMDP and JIIMMP for series and parallel systems are also analyzed. Finally, an application to an offshore electrical power generation system is given to demonstrate the proposed JIIM.
KW - Deterioration process
KW - Joint reliability importance
KW - Maintenance process
KW - Performance utility
KW - Reliability
UR - http://www.scopus.com/inward/record.url?scp=84868116541&partnerID=8YFLogxK
U2 - 10.1080/03610926.2012.688158
DO - 10.1080/03610926.2012.688158
M3 - 文章
AN - SCOPUS:84868116541
SN - 0361-0926
VL - 41
SP - 3846
EP - 3862
JO - Communications in Statistics - Theory and Methods
JF - Communications in Statistics - Theory and Methods
IS - 21
ER -