کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
805261 1468214 2016 14 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A new effective screening design for structural sensitivity analysis of failure probability with the epistemic uncertainty
ترجمه فارسی عنوان
یک طراحی جدید مؤثر برای غربالگری تجزیه و تحلیل حساسیت ساختاری احتمال شکست با عدم قطعیت معرفتی
کلمات کلیدی
عدم اطمینان معرفتی؛روش اثرات ابتدایی ؛ احتمال شکست؛ استراتژی نمونه برداری بر اساس مسیر ؛ استراتژی نمونه برداری بر اساس شعاعی
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی مکانیک
چکیده انگلیسی


• Two new sampling strategies are proposed to estimate Morris’ sensitivity measures.
• Same initial point and same step size are used in the new sampling strategies.
• The quasi-random sampling strategy performs better than other strategies.
• An highly efficient method is used to estimate the failure probability.

In this paper, two new sampling strategies are proposed to estimate the Morris’ screening sensitivity measure and its improved version. The two new sampling strategies, which employ random sampling and quasi-random sampling respectively, compute the elementary effects of each factor at the same initial point and with a same step size in the input space. The new quasi-random sampling strategy performs better than the radial based sampling strategy and the new random sampling strategy performs almost the same with the radial based sampling strategy. Then, the improved version of the Morris’ screening sensitivity measure is applied to estimate the effects of the epistemic uncertainty of random variables’ distribution parameters on the failure probability using the new quasi-random sampling strategy. During this process, the principle of maximum entropy, fractional moments and dimension reduction method are used to estimate the failure probability with a good accuracy and a low computational demand. Several examples are employed to demonstrate the reasonability and the efficiency of the proposed strategy.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Reliability Engineering & System Safety - Volume 156, December 2016, Pages 1–14
نویسندگان
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