| Citation: | WANG Zhi-hua, FU Hui-min, LIU Cheng-rui. Progressive prediction method for failure data with small sample size[J]. Journal of Aerospace Power, 2011, 26(9): 2049-2053.
|
| [1] |
Ho S L,Xie M.The use of ARIMA models for reliability forecasting and analysis[J].Computers and Industrial Engineering,1998,35(1-2):213-216.
|
| [2] |
ZOU Xinyao,YAO Ruihe.Small sample statistical theory and IC reliability assessment[J].Control and Decision,2008,23(3):241-244.(in Chinese)
|
| [3] |
HUANG Jianguo,LUO Hang,LONG Bing,et al.Prediction research about small sample failure data based on ARMA model //Proceedings of IEEE Circuits and Systems International Conference on Testing and Diagnosis.China,Chengdu:IEEE,2009:1-6.
|
| [4] |
Connor J T,Martin D,Atlas L E.Recurrent neural networks and robust time series prediction[J].IEEE Transactions on Neural Networks,1994,5(2):240-254.
|
| [5] |
Rietman E A,Beachy M.A study on failure prediction in a plasma reactor[J].IEEE Transactions on Semiconductor Manufactureing,1998,11(4):670-680.
|
| [6] |
Hong D H,Hwang C.Interval regression analysis using quadratic loss support vector machine[J].IEEE Transactions on Fuzzy Systems,2005,13(2):229-237.
|
| [7] |
CHENG Huitao,HUANG Wenhu,JIANG Xingwei.Grey model based fault forecasting technique and its application in propulsion system of space[J].Journal of Propulsion Technology,1998,19(3):74-77.(in Chinese)
|
| [8] |
YANG Jiantian,YUE Weiliang.Application of grey model to machinery faults prediction[J].Journal of Mechanical Strength.2001,23(3):277-279.(in Chinese)
|
| [9] |
Box G E P,Jenkins G M,Reinsel G C.Time series analysis:forecasting and control[M].San Francisco:Holden-day, 1976. 10] ZHAO Jie,XU Limei,LIU Liu.Equipment fault forecasting based on ARMA model //Proceedings of the 2007 IEEE International Conference on Mechatronics and Automation.China, Harbin:IEEE,2007:3414-3518.(in Chinese) 11] Tseng F M,Tzeng G H,Yu H C,Yuan Benjamin J C.Fuzzy ARIMA model for forecasting the foreign exchange market[J].Fuzzy Sets and Systems,2001,118(1):9-19. 12] FU Huimin.Progressive autoregressive prediction method[J]. Journal of Mechanical Strength,2006,28(1):34-39.(in Chinese) 13] Akaike H.A new look at the statistical model identification[J].IEEE Transactions on Automatic Control,1974,19(6):716-723. 14] Hamilton J D.Time series analysis[M].New Jersey: Princeton University Press,1994.
|
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