Research on the construction method of neural network-based surrogate model for wave load prediction of offshore platforms

被引：0
|
作者：
Yang, Bingquan [1 ,2 ]
Liu, Jingxi [1 ,2 ]
机构：
[1] School of Naval Architecture and Ocean Engineering, Huazhong University of Science and Technology, Hubei, Wuhan, China
[2] Hubei Key Laboratory of Naval Architecture & Ocean Engineering Hydrodynamics (HUST), Hubei, Wuhan, China
来源：
Proceedings of the International Offshore and Polar Engineering Conference | 2024年 / 1卷
关键词：
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Arctic engineering - Computer software - Drilling platforms - Failure (mechanical) - Finite element method - Flow velocity - Numerical methods - Numerical models - Offshore oil well production - Petroleum transportation - Wind power
引用
收藏
页码：94 / 99
相关论文
共 50 条
  • [21] Network-based H∞ Control for Offshore Steel Jacket Platforms
    Zhang, Bao-Lin
    Wei, Li
    Han, Qing-Long
    [J]. IECON 2014 - 40TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2014, : 4768 - 4773
  • [22] Particle swarm optimization for construction of neural network-based prediction intervals
    Quan, Hao
    Srinivasan, Dipti
    Khosravi, Abbas
    [J]. NEUROCOMPUTING, 2014, 127 : 172 - 180
  • [23] Network-based Active Control for Offshore Steel Jacket Platforms
    Zhang, Bao-Lin
    Liu, Yu-Jia
    Han, Qing-Long
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT), 2014, : 822 - 827
  • [24] Evolutionary Neural Network-based Method for Constructing Surrogate Model with Small Scattered Dataset and Monotonicity Experience
    Hao, Jia
    Ye, Wenbin
    Wang, Guoxin
    Jia, Liangyue
    Wang, Ying
    [J]. 2018 5TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING & MACHINE INTELLIGENCE (ISCMI), 2018, : 43 - 48
  • [25] A neural network-based method for analyzing diffracted wave velocity
    Tao, Junhong
    Zhao, Jingtao
    Sheng, Tongjie
    [J]. Meitiandizhi Yu Kantan/Coal Geology and Exploration, 2024, 52 (09): : 166 - 175
  • [26] A neural network-based method for polypharmacy side effects prediction
    Masumshah, Raziyeh
    Aghdam, Rosa
    Eslahchi, Changiz
    [J]. BMC BIOINFORMATICS, 2021, 22 (01)
  • [27] Research on Prediction Method Based on Neural Network
    Cheng, Hongmei
    Zhang, Zhenya
    Zhang, Shuguang
    Wu, Jiang
    [J]. 2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 2511 - 2515
  • [28] Hybrid neural network-based surrogate model for fast prediction of hydrogen leak consequences in hydrogen refueling station
    He, Xu
    Kong, Depeng
    Yang, Guodong
    Yu, Xirui
    Wang, Gongquan
    Peng, Rongqi
    Zhang, Yue
    Dai, Xinyi
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2024, 59 : 187 - 198
  • [29] Neural network-based public opinion prediction method for microblog
    He Y.-X.
    Liu J.-B.
    Sun S.-T.
    [J]. 1600, South China University of Technology (44): : 47 - 52
  • [30] Prediction of load model based on artificial neural network
    Li, Long
    Wei, Jing
    Li, Canbing
    Cao, Yijia
    Song, Junying
    Fang, Baling
    [J]. Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2015, 30 (08): : 225 - 230
12345