New approach to the modelling of motor failure data with application to the engine overhaul decision process
New approach to the modelling of motor failure data with application to the engine overhaul decision process
复制标题
电机故障数据建模的新方法及其在发动机大修决策过程中的应用
DOI：
10.1177/1748006xjrr324
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发表时间：
2011-09
期刊：
影响因子：
--
通讯作者：
R. Jiang
中科院分区：
文献类型：
--
作者：
R. Jiang
This paper presents a method to transform data on motor failures, that is extensively used in the literature for the benchmarking of reliability models, into the form of time-to-failure (TTF) data. A normal distribution is appropriate for modelling the TTF data. The estimated mean lives are subsequently fitted to a power-law failure point process model, and the life standard deviation after a failure can be obtained using a recursive relation. These are useful for inferring the life distribution after a future failure. The resulting model is applied to optimize the lifespan and predict the number of overhauls in a given operational interval. The approach developed in this paper is not limited to the specific case for which it is derived; it can be applied to similar problems or situations.
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影响因子：
3.7
作者：
DAVIS, DJ
通讯作者：
DAVIS, DJ
影响因子：
1.6
作者：
M. M. Siddiqui-M.;M. Caglar
通讯作者：
M. M. Siddiqui-M.;M. Caglar
影响因子：
2.5
作者：
MUDHOLKAR, GS;SRIVASTAVA, DK;FREIMER, M
通讯作者：
FREIMER, M
DOI：
10.1007/0-387-34232-x
发表时间：
2006-03
期刊：
--
影响因子：
--
作者：
C. Lai;M. Xie;R. Barlow
通讯作者：
C. Lai;M. Xie;R. Barlow
DOI：
10.1080/03610927508827263
发表时间：
1975-01-01
期刊：
COMMUNICATIONS IN STATISTICS
影响因子：
--
作者：
SMITH, RM;BAIN, LJ
通讯作者：
BAIN, LJ