TY - JOUR
T1 - The integrated importance measure of multi-state coherent systems for maintenance processes
AU - Si, Shubin
AU - Dui, Hongyan
AU - Cai, Zhiqiang
AU - Sun, Shudong
PY - 2012
Y1 - 2012
N2 - This paper mainly focuses on the integrated importance measure (IIM) of component states for maintenance processes. To describe the impact of each component state in maintenance processes, a maintenance cost function of multi-state systems is defined at first. Second, considering the probability distributions, transition rates of the component states, and system maintenance costs, the IIM of component states is described. The corresponding characteristics of the IIM of the component states are discussed in both series systems and parallel systems. Then the relationships between IIM and Griffith importance, Wu importance, mean absolute deviation, and multi-state redundancy importance measures are also discussed. At last, a numerical example is given to demonstrate the IIM of component states. The results show that IIM can be used to identify the most important component state for the maintenance decision.
AB - This paper mainly focuses on the integrated importance measure (IIM) of component states for maintenance processes. To describe the impact of each component state in maintenance processes, a maintenance cost function of multi-state systems is defined at first. Second, considering the probability distributions, transition rates of the component states, and system maintenance costs, the IIM of component states is described. The corresponding characteristics of the IIM of the component states are discussed in both series systems and parallel systems. Then the relationships between IIM and Griffith importance, Wu importance, mean absolute deviation, and multi-state redundancy importance measures are also discussed. At last, a numerical example is given to demonstrate the IIM of component states. The results show that IIM can be used to identify the most important component state for the maintenance decision.
KW - Component states
KW - integrated importance measure
KW - maintenance cost
KW - multi-state systems
UR - http://www.scopus.com/inward/record.url?scp=84861905859&partnerID=8YFLogxK
U2 - 10.1109/TR.2012.2192017
DO - 10.1109/TR.2012.2192017
M3 - 文章
AN - SCOPUS:84861905859
SN - 0018-9529
VL - 61
SP - 266
EP - 273
JO - IEEE Transactions on Reliability
JF - IEEE Transactions on Reliability
IS - 2
M1 - 6179572
ER -