Applied Mathematics and Mechanics (English Edition) ›› 2007, Vol. 28 ›› Issue (1): 19-26 .doi: https://doi.org/10.1007/s10483-007-0103-x

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Advanced response surface method for mechanical reliability analysis

吕震宙;赵洁;岳珠峰   

  • 收稿日期:2005-11-15 修回日期:2006-10-30 出版日期:2007-01-18 发布日期:2007-01-18
  • 通讯作者: 吕震宙

Advanced response surface method for mechanical reliability analysis

LU Zhen-zhou; ZHAO Jie; YUE Zhu-feng   

  1. School of Aeronautics, Northwestern Polytechnical University, Xi'an 710072, P. R. China
  • Received:2005-11-15 Revised:2006-10-30 Online:2007-01-18 Published:2007-01-18
  • Contact: LU Zhen-zhou

Abstract: Based on the classical response surface method (RSM), a novel RSM using improved experimental points (EPs) is presented for reliability analysis. Two novel points are included in the presented method. One is the use of linear interpolation, from which the total EPs for determining the RS are selected to be closer to the actual failure surface; the other is the application of sequential linear interpolation to control the distance between the surrounding EPs and the center EP, by which the presented method can ensure that the RS fits the actual failure surface in the region of maximum likelihood as the center EPs converge to the actual most probable point (MPP). Since the fitting precision of the RS to the actual failure surface in the vicinity of the MPP, which has significant contribution to the probability of the failure surface being exceeded, is increased by the presented method, the precision of the failure probability calculated by RS is increased as well. Numerical examples illustrate the accuracy and efficiency of the presented method.

Key words: response surface method, implicit limit state, failure probability

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