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Motion reliability analysis for mechanism based on efficient polynomial chaos

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Using the limit state function of complex mechanism fitted by polynomial chaos (PC) for reliability analysis, it can effectively improve the efficiency of the calculation under the premise of ensuring accuracy. In the traditional construction process of Polynomial Chaos Expansion (PCE), Gaussian integral method is used to find the collocation points. However, the number of Gaussian integration points increases exponentially with the dimension of the variable, and only some Gaussian points are extracted, which reduces the fitting accuracy. In view of the above problems, the paper first proposes an efficient method to construct PCE, using the integration point of the Monomial Cubature Rules (MCR) and the polynomial chaos coefficients are solved by regression. Then, based on the PCE, the mechanism reliability analysis method is proposed to calculate the reliability of the mechanism. Finally, the paper verifies the accuracy and feasibility of the method by numerical and engineering cases.

源语言英语
主期刊名Conference Proceedings of the 5th International Symposium on Project Management, ISPM 2017
编辑Chang Bo Cheng, Henry Zhang
出版商Aussino Academic Publishing House
92-104
页数13
ISBN(电子版)9781921712555
出版状态已出版 - 2017
活动5th International Symposium on Project Management, ISPM 2017 - Wuhan, 中国
期限: 22 7月 201723 7月 2017

出版系列

姓名Conference Proceedings of the 5th International Symposium on Project Management, ISPM 2017

会议

会议5th International Symposium on Project Management, ISPM 2017
国家/地区中国
Wuhan
时期22/07/1723/07/17

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