DocumentCode
480258
Title
Life Prediction of Electronic Equipment Based on Optimum Model of GM(1,1)
Author
Zong-run, YIN ; Xiao-Dong, Mu
Author_Institution
Xi´´an Res. Inst. of Hi-Tech, Xi´´an
Volume
4
fYear
2008
fDate
12-14 Dec. 2008
Firstpage
1016
Lastpage
1019
Abstract
This paper studies the two aspects that affect the prediction accuracy of GM(1,1) model: the smoothness of initial sequence and the background value of grey equation. An optimum method is proposed that adopts trigonometric function to enhance the smoothness and utilize trapezium method, interpolation formula to construct the background value, an example about life prediction of electronic equipment is given to validate effectiveness of the optimum model, the prediction value is compared with a reference paper. Test shows that, this optimum model improves the prediction accuracy effectively and provides great reference value for later use.
Keywords
electronic equipment testing; grey systems; life testing; reliability; remaining life assessment; electronic equipment life prediction; grey equation background value; interpolation formula; trapezium method; trigonometric function; Accuracy; Cities and towns; Computer science; Differential equations; Electronic equipment; Electronic equipment testing; Interpolation; Life testing; Predictive models; Software engineering; 1) Model; GM(1; background value; electronic equipment; life prediction; smoothness;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location
Wuhan, Hubei
Print_ISBN
978-0-7695-3336-0
Type
conf
DOI
10.1109/CSSE.2008.302
Filename
4722791
Link To Document