Dynamic stability analysis of pipeline based on reliability using surrogate model

被引:0
|
作者
Yang, Hezhen [1 ]
Wang, Aijun [2 ]
机构
[1] State Key Lab of Ocean Engineering, Shanghai Jiao Tong University, Shanghai, China
[2] School of Naval Architecture, Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai, China
来源
基金
中国国家自然科学基金;
关键词
Hydrodynamics - Time domain analysis - Reliability analysis - Monte Carlo methods - Stability - Intelligent systems - Sensitivity analysis;
D O I
10.1080/20464177.2013.11020279
中图分类号
学科分类号
摘要
引用
收藏
页码:75 / 84
相关论文
共 50 条
  • [1] Dynamic stability analysis of pipeline based on reliability using surrogate model
    Yang, Hezhen
    Wang, Aijun
    JOURNAL OF MARINE ENGINEERING AND TECHNOLOGY, 2013, 12 (02): : 75 - 84
  • [2] Machine learning classifier-based dynamic surrogate model for structural reliability analysis
    Su, Guoshao
    Sun, Weizhe
    Zhao, Ying
    STRUCTURE AND INFRASTRUCTURE ENGINEERING, 2025, 21 (03) : 525 - 537
  • [3] Efficient reliability analysis of unsaturated slope stability under rapid drawdown using XGBoost-based surrogate model
    Zhang, Wengang
    Ran, Bo
    Gu, Xin
    Zhang, Yanmei
    Zou, Yulin
    Wang, Peiqing
    SOILS AND FOUNDATIONS, 2024, 64 (06)
  • [4] A Gaussian process-based dynamic surrogate model for complex engineering structural reliability analysis
    Su, Guoshao
    Peng, Lifeng
    Hu, Lihua
    STRUCTURAL SAFETY, 2017, 68 : 97 - 109
  • [5] Surrogate-based Reliability Analysis Using Support Vector Machine
    Li, Gang
    Liu, Zhiqiang
    ISCM II AND EPMESC XII, PTS 1 AND 2, 2010, 1233 : 893 - 898
  • [6] Reliability Analysis of Structures Subjected to Seismic Excitation Using a Deep Learning-Based Surrogate Model
    Manh-Hung Ha
    Trong-Phu Nguyen
    Duc-Minh Hoang
    Viet-Hung Dang
    CIGOS 2021, EMERGING TECHNOLOGIES AND APPLICATIONS FOR GREEN INFRASTRUCTURE, 2022, 203 : 1917 - 1926
  • [7] Pipeline On-Bottom Stability Analysis Based on FEM Model
    Bai, Yong
    Yu, Zhimeng
    OMAE2011: PROCEEDINGS OF THE ASME 30TH INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE AND ARCTIC ENGINEERING, VOL 4: PIPELINE AND RISER TECHNOLOGY, 2011, : 329 - +
  • [8] Inverse transient analysis based calibration of surrogate pipeline model for fault simulation of axial
    Dong, Chang
    Tao, Jianfeng
    Sun, Hao
    Chao, Qun
    Liu, Chengliang
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2023, 205
  • [9] PROBABILISTIC RELIABILITY ANALYSIS METHOD BASED ON SURROGATE MODEL FOR WIND TURBINE DRIVETRAIN STRUCTURE SUBJECTED TO RANDOM DYNAMIC LOAD
    Jimbo, Tomohiko
    Kano, Akira
    Hisakuni, Yousuke
    Ito, Yasutaka
    Hirohata, Kenji
    Ichimura, Tsuyoshi
    PROCEEDINGS OF ASME 2022 INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, IMECE2022, VOL 9, 2022,
  • [10] Surrogate Model Development for Slope Stability Analysis Using Machine Learning
    Li, Xianfeng
    Nishio, Mayuko
    Sugawara, Kentaro
    Iwanaga, Shoji
    Chun, Pang-jo
    SUSTAINABILITY, 2023, 15 (14)