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Analysis of the Effect of Manufacturing Tolerance on Induction Motor Performance by Univariate Dimension Reduction Method
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 Title & Authors
Analysis of the Effect of Manufacturing Tolerance on Induction Motor Performance by Univariate Dimension Reduction Method
Lee, Sang-Kyun; Kang, Byung-Su; Back, Jong Hyun; Kim, Dong-Hun;
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 Abstract
This paper introduces a probabilistic analysis method in order to analyze the effect of manufacturing tolerance on induction motor performance occurring in massive production. The univariate dimension reduction method is adapted to predict probabilistic characteristics of a performance function due to certain probabilistic distributions of design variables. Moreover, the sensitivity information on mean and variance of the performance function is estimated, and then the effect of randomness of individual design variables on the probability performance function is analyzed. The effectiveness and accuracy of the method is investigated with a mathematical model and an induction motor.
 Keywords
motor;univariate dimension reduction method;probabilistic performance function;manufacturing tolerance;
 Language
Korean
 Cited by
1.
성능 모멘트 적분법을 이용한 제작공차에 의해 발생하는 스피커 성능함수의 확률분포 특성 예측,강병수;백종현;김동훈;

한국자기학회지, 2016. vol.26. 3, pp.81-85 crossref(new window)
1.
Prediction of Probabilistic Distribution of a Loudspeaker's Performance Due to Manufacturing Tolerances by Performance Moment Integration Method, Journal of the Korean Magnetics Society, 2016, 26, 3, 81  crossref(new windwow)
 References
1.
D. Kim, Ph. D. Thesis, Kyungpook National University, Korea (2014).

2.
B. Ju, Ph. D. Thesis, Kore Advanced Institute of Science and Technology, Korea (2008).

3.
S. Rahman and H. Xu, Probab. Eng. Mech. 19, 393 (2004). crossref(new window)

4.
I. Lee, K. Choi, and L. Do, David Gorsich, IEEE Trans. Magn. 86, 1550 (2008).

5.
S. Lee and W. Chen, Struct Multidisc Optim. 37, 239 (2009). crossref(new window)

6.
S. H. Lee and B. M. Kwak, Struct. Multidisc. Optim. 39, 227 (2009). crossref(new window)

7.
D. Kim, N. Choi, C. Lee, and D.-H. Kim, IEEE Trans. Magn. 51, 3 (2015). crossref(new window)

8.
A. Haldar and S. Mahadevan, Probability, Reliability, and Statistical Method in Engineering Design, Jogn Wiley & Sons, Now York (2000).

9.
K. J. Park, D. H. Koo, and J. Lee, Int. Conf. ICEMS 61 (2008).

10.
A. E. Fitzgerald, C. Kingsley Jr., and S. D. Umans, Electric Machinery, McGraw-Hill, Now York (2003).

11.
MagNet User's Manual, Infolytica Corporation, Quebec, Canada (2008).