Structural reliability analysis using a new selection strategy in response surface methodology
محل انتشار: چهاردهمین کنگره ملی مهندسی عمران
سال انتشار: 1403
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 140
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شناسه ملی سند علمی:
NCCE14_499
تاریخ نمایه سازی: 25 مهر 1403
چکیده مقاله:
Structural reliability analysis by means of response surface methodology (RSM) evaluates different experimental points through finite element analysis. In the structures or systems with a large number of random variables, the computational cost of the classical selection strategy of Bucher experimental design could be high. In this paper, a new selection strategy for experimental points of RSM is proposed. The proposed strategy utilizes fewer points to construct the response surface model. This improves the efficiency of the method. Besides, the direction of the selected points varies depending on whether the last updated design point is located in safe or failure domain. This promotes the general performance of the method including its accuracy. Through numerical examples, the performance of the proposed method is illustrated.
کلیدواژه ها:
نویسندگان
Mohammad Amin Roudak
Department of Civil Engineering, Faculty of Engineering, Alzahra University, Tehran, Iran
Elnaz Ebrahimpour
Department of Civil Engineering, Faculty of Engineering, Alzahra University, Tehran, Iran