Title :
Integrated importance based maintenance decision making
Author :
Cai, Zhiqiang ; Sun, Shudong ; Si, Shubin ; Wang, Ning
Author_Institution :
Sch. of Mechantronics, Northwestern Polytech. Univ., Xi´´an, China
Abstract :
This paper proposed an integrated importance based maintenance decision making method to provide reasonable maintenance schemes for decision makers. First, the concept of integrated importance measure (IIM) is introduced and its physical meaning and characteristics in maintenance are discussed. Then, a new maintenance decision making model (MDM) is put forward by extending the influence diagram. The nodes, edges and dependency intensities in it are described. The corresponding modeling and optimization methods based on IIM are also listed. Finally, based on a multi-state series system, a calculation example is applied to demonstrate the IIM based MDM modelling and optimization process. The MDM of example system proves that the proposed model and modelling method can represent related maintenance factors comprehensively. The optimization results of MDM shows that the proposed IIM based method can provide maintenance decision makers with reasonable maintenance schemes.
Keywords :
decision making; maintenance engineering; optimisation; IIM; MDM; decision makers; influence diagram; integrated importance based maintenance; integrated importance measure; maintenance decision making model; modelling method; multistate series system; optimization methods; reasonable maintenance schemes; Decision making; Equations; Maintenance engineering; Mathematical model; Optimization; Reliability; System performance; decision making; influence diagram; integrated importance; maintenance;
Conference_Titel :
Reliability and Maintainability Symposium (RAMS), 2012 Proceedings - Annual
Conference_Location :
Reno, NV
Print_ISBN :
978-1-4577-1849-6
DOI :
10.1109/RAMS.2012.6175437