Title :
A timeliness-based optimal inspection interval associated with the delay time model
Author_Institution :
Fac. of Automotive & Mech. Eng., Changsha Univ. of Sci. & Technol., Changsha, China
Abstract :
The delay-time concept has been widely applied to prevent failure of an item with a deteriorating failure mode by implementing a periodic inspection scheme. The inspection interval is usually optimized based on a cost rate model, and the optimal solution is sensitive to the cost parameters so that the cost model can be inappropriate for the situation where the cost parameters are hard to be accurately determined. In this paper, an inspection timeliness measure is defined, which is the expected time between the last inspection and the item failure. The measure reflects the timeliness of inspections and is a function of inspection interval. There exists an optimal inspection interval where the timeliness measure achieves its minimum. This timeliness-based optimal inspection interval can be obtained using Monte Carlo simulation approach. The proposed approach is illustrated by an example.
Keywords :
Monte Carlo methods; costing; failure (mechanical); inspection; Monte Carlo simulation approach; cost parameter; cost rate model; delay time model; delay-time concept; deteriorating failure mode; inspection timeliness; inspection timeliness measure; item failure prevention; periodic inspection scheme; timeliness-based optimal inspection interval; Soil measurements; Delay time; inspection interval; optimization; periodic inspection; timeliness measure;
Conference_Titel :
Prognostics and System Health Management (PHM), 2012 IEEE Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-1909-7
Electronic_ISBN :
2166-563X
DOI :
10.1109/PHM.2012.6228965