The Integrated Importance Measure of Multi-State Coherent Systems for Maintenance Processes

被引:40
作者
Si, Shubin [1 ]
Dui, Hongyan [1 ]
Cai, Zhiqiang [1 ]
Sun, Shudong [1 ]
机构
[1] NW Polytech Univ, Minist Educ, Key Lab Contemporary Design & Integrated Mfg Tech, Sch Mechatron, Xian 710072, Peoples R China
基金
中国国家自然科学基金;
关键词
Component states; integrated importance measure; maintenance cost; multi-state systems; COMPONENT CRITICALITY; POLICY;
D O I
10.1109/TR.2012.2192017
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:266 / 273
页数:8
相关论文
共 17 条
[1]  
Barlow R. E., 1978, Mathematics of Operations Research, V3, P275, DOI 10.1287/moor.3.4.275
[2]  
Birnbaum ZW, 1969, IMPORTANCE DIFFERENT, V2, P581
[3]   MULTISTATE COHERENT SYSTEMS [J].
ELNEWEIHI, E ;
PROSCHAN, F ;
SETHURAMAN, J .
JOURNAL OF APPLIED PROBABILITY, 1978, 15 (04) :675-688
[4]   MULTISTATE RELIABILITY MODELS [J].
GRIFFITH, WS .
JOURNAL OF APPLIED PROBABILITY, 1980, 17 (03) :735-744
[5]   A maintenance policy for a system with multi-state components:: an approximate solution [J].
Gürler, Ü ;
Kaya, A .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2002, 76 (02) :117-127
[6]   Optimal Replacement Policy for Multi-State System Under Imperfect Maintenance [J].
Liu, Yu ;
Huang, Hong-Zhong .
IEEE TRANSACTIONS ON RELIABILITY, 2010, 59 (03) :483-495
[7]  
MURCHLAND J, 1975, FUNDAMENTAL CONCEPTS, P581
[8]   Composite importance measures for multi-state systems with multi-state components [J].
Ramirez-Marquez, JE ;
Coit, DW .
IEEE TRANSACTIONS ON RELIABILITY, 2005, 54 (03) :517-529
[9]   New insights on multi-state component criticality and importance [J].
Ramirez-Marquez, Jose E. ;
Rocco, Claudio M. ;
Gebre, Bethel A. ;
Coit, David W. ;
Tortorella, Michael .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2006, 91 (08) :894-904
[10]   Multi-state component criticality analysis for reliability improvement in multi-state systems [J].
Ramirez-Marquez, Jose Emmanuel ;
Colt, David W. .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2007, 92 (12) :1608-1619