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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.
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)
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