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Application of Small Sample Analysis in Life Estimation of Aeroengine Components 被引量:4

Application of Small Sample Analysis in Life Estimation of Aeroengine Components
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摘要 The samples of fatigue life tests for aeroengine components are usually less than 5,so the evaluation of these samples belongs to small sample analysis. The Weibull distribution is known to describe the life data accurately,and the Weibayes method (developed from Bayesian method) expands on the experiential data in the small sample analysis of fatigue life in aeroengine. Based on the Weibull analysis,a program was developed to improve the efficiency of the reliability analysis for aeroengine compgnents. This program has complete functions and offers highly accurate results. A particular turbine disk's low cycle fatigue life was evaluated by this program. From the results,the following conclusions were drawn:(a) that this program could be used for the engineering applications,and (b) while a lack of former test data lowered the validity of evaluation results,the Weibayes method ensured the results of small sample analysis did not deviate from the truth. The samples of fatigue life tests for aeroengine components are usually less than 5,so the evaluation of these samples belongs to small sample analysis. The Weibull distribution is known to describe the life data accurately,and the Weibayes method (developed from Bayesian method) expands on the experiential data in the small sample analysis of fatigue life in aeroengine. Based on the Weibull analysis,a program was developed to improve the efficiency of the reliability analysis for aeroengine compgnents. This program has complete functions and offers highly accurate results. A particular turbine disk's low cycle fatigue life was evaluated by this program. From the results,the following conclusions were drawn:(a) that this program could be used for the engineering applications,and (b) while a lack of former test data lowered the validity of evaluation results,the Weibayes method ensured the results of small sample analysis did not deviate from the truth.
作者 聂挺
机构地区 Maintenance Department
出处 《Journal of Southwest Jiaotong University(English Edition)》 2010年第4期285-288,共4页 西南交通大学学报(英文版)
关键词 AEROENGINE LIFE Small sample Weibull distribution Aeroengine Life Small sample Weibull distribution
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