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Statistical and Probabilistic Assessment for the Misorientation Angle of a Grain Boundary for the Precipitation of in a Austenitic Stainless Steel (II)  

Lee, Sang-Ho (Division of Information Statistics, Kangnung National University)
Choe, Byung-Hak (Dept. of Metal and Material Eng., Kangnung National University)
Lee, Tae-Ho (Korea Institute of Machinery & Materials)
Kim, Sung-Joon (Korea Institute of Machinery & Materials)
Yoon, Kee-Bong (Department of Mechanical Engineering, Chung-Ang University)
Kim, Seon-Hwa (Department of Display Materials Engineering, Soon Chun Hyang University)
Publication Information
Korean Journal of Metals and Materials / v.46, no.9, 2008 , pp. 554-562 More about this Journal
Abstract
The distribution and prediction interval for the misorientation angle of grain boundary at which $Cr_2N$ was precipitated during heating at $900^{\circ}C$ for $10^4$ sec were newly estimated, and followed by the estimation of mathematical and median rank methods. The probability density function of the misorientation angle can be estimated by a statistical analysis. And then the ($1-{\alpha}$)100% prediction interval of misorientation angle obtained by the estimated probability density function. If the estimated probability density function was symmetric then a prediction interval for the misorientation angle could be derived by the estimated probability density function. In the case of non-symmetric probability density function, the prediction interval could be obtained from the cumulative distribution function of the estimated probability density function. In this paper, 95, 99 and 99.73% prediction interval obtained by probability density function method and cumulative distribution function method and compared with the former results by median rank regression or mathematical method.
Keywords
$Cr_2N$; misorientation angle; pdf and cdf methods; mathematical method; median rank method;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
Times Cited By Web Of Science : 0  (Related Records In Web of Science)
Times Cited By SCOPUS : 0
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1 Chakravarti, Laha, and Roy, Handbook of Methods of Applied Statistic Volume I, p. 392, John Wiley and Sons, New York (1967)
2 D. C. Lee, K. T. Oh, and D. G Yun, Journal of Korean Operations Research and Management Science, p.45-49 (2001)
3 C Teague, and R. Paulovich, Graphical Analysis of Fatigue Data and Curve Fitting, p. 111, Textron Lycoming (1985)
4 Johnson, Leonard G., Industrial Mathematics, 2 (1951)
5 S. G. Lee, and D. K. Yun, Journal of Korean Industrial Management. 21, 169 (1998)
6 S. C. Lee, and D. S. Choi, Trans. KIEE. 52A, 401 (2003)
7 S. H. Lee, B. H. Choe, S. K. Shin, T. H. Lee, S. J. Kim, and S. Takaki, J. Kor. Inst. Met. & Mater. 45, 278 (2007)
8 M. A. Stephens, Journal of the American Statistical Association 69, 730 (1974)   DOI
9 R. Paulson, and Hassler, B. Procedure for the Construction of Fatigue Curves by Interpolation, Textron Lycoming (1991)