公开(公告)号：US20200292721A1

公开(公告)日：2020-09-17

申请号：US16652419

申请日：2018-10-27

Applicant: Qingdao University of Technology

Inventor： Wenfeng LIU

IPC: G01V1/00 ,  G01V1/30 ,  G06N7/00

Abstract: A method for assessing a performance-based seismic design by setting a seismic risk starts from the exceedance probability of the performance level. The method is configured to determine the structural performance level by setting an exceedance probability, determine the seismic demand when the performance level is constant, set the exceedance probability of the seismic demand in combination with the seismic risk of a set earthquake to finally determine the ground motion input and establish a novel probabilistic seismic risk assessment method that reaches the performance level. The main control and objective of the design are significantly enhanced by using this method.

公开(公告)号：US20210302603A1

公开(公告)日：2021-09-30

申请号：US17211891

申请日：2021-03-25

Applicant: QINGDAO UNIVERSITY OF TECHNOLOGY

Inventor： Wenfeng LIU ,  Zheng ZHOU ,  Jianfeng LI

IPC: G01V1/00 ,  G06N3/04 ,  G06N3/08 ,  G06N7/00 ,  G01V1/30

Abstract: A performance-level seismic motion hazard analysis method includes: (1) extracting seismic motion data and denoising the data; (2) extracting feature parameters from the data, and carrying out initialization; (3) generating a training set, an interval set and a test set; (4) training a multi-layer neural network based on the training set; (5) training output values of the neural network based on the interval set, and calculating a mean and a standard deviation of relative errors of the output values; (6) training the neural network based on the test set to determine output values, and calculating a magnitude interval based on an interval confidence; (7) carrying out probabilistic seismic hazard analysis to determine an annual exceeding probability and a return period of a performance-level seismic motion; and (8) determining a magnitude and an epicentral distance that reach the performance-level seismic motion based on the performance-level seismic motion and consistent probability.