Structural health monitoring on offshore jacket platforms using a novel ensemble deep learning model

被引:0
|
作者
Wang, Mengmeng [1 ,2 ,3 ]
Incecik, Atilla [2 ]
Tian, Zhe [3 ]
Zhang, Mingyang [4 ]
Kujala, Pentti [5 ]
Gupta, Munish [6 ,7 ]
Krolczyk, Grzegorz [6 ]
Li, Zhixiong [3 ,6 ]
机构
[1] College of Ocean Science and Engineering, Shandong University of Science and Technology, Qingdao,266590, China
[2] Department of Naval Architecture, Ocean, and Marine Engineering, University of Strathclyde, Glasgow,G11XQ, United Kingdom
[3] Department of Marine Engineering, Ocean University of China, Qingdao,266100, China
[4] Department of Mechanical Engineering, Marine Technology Group, Aalto University, Espoo, Finland
[5] Tallinn University of Technology, Estonian Maritime Academy, Tallinn,19086, Estonia
[6] Faculty of Mechanical Engineering, Opole University of Technology, Opole,45-758, Poland
[7] Department of Mechanical Engineering, Graphic Era Deemed to be University, Uttarakhand, 248002, India
来源
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
117510
中图分类号
学科分类号
摘要
Aircraft detection - Convolutional neural networks - Deep learning - Drilling platforms - Feature extraction - Offshore oil well production - Particle swarm optimization (PSO) - Structural dynamics - Structural health monitoring
引用
收藏
相关论文
共 50 条
  • [1] Structural health monitoring on offshore jacket platforms using a novel ensemble deep learning model
    Wang, Mengmeng
    Incecik, Atilla
    Tian, Zhe
    Zhang, Mingyang
    Kujala, Pentti
    Gupta, Munish
    Krolczyk, Grzegorz
    Li, Zhixiong
    OCEAN ENGINEERING, 2024, 301
  • [2] STRUCTURAL HEALTH MONITORING (SHM) OF OFFSHORE JACKET PLATFORMS
    Lotfollahi-Yaghin, Mohammad Ali
    Shahverdi, Sajad
    Tarinejad, Reza
    Asgarian, Behrouz
    OMAE2011: PROCEEDINGS OF THE ASME 30TH INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE AND ARCTIC ENGINEERING, VOL 1: OFFSHORE TECHNOLOGY: POLAR AND ARCTIC SCIENCES AND TECHNOLOGY, 2011, : 579 - +
  • [3] Structural health monitoring (SHM) of offshore jacket platforms
    Lotfollahi-Yaghin, Mohammad Ali
    Shahverdi, Sajad
    Tarinejad, Reza
    Asgarian, Behrouz
    Proceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE, 2011, 1 : 579 - 588
  • [4] Structural Health Monitoring of Offshore Jacket Platforms via Transformers
    Tutiven, Christian
    Trivino, Hector
    Vidal, Yolanda
    Sampietro, Jose
    EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING (EWSHM 2022), VOL 1, 2023, 253 : 166 - 175
  • [5] Studies on structural monitoring of offshore jacket platforms
    Idichandy, VG
    Mangal, DL
    SECOND INTERNATIONAL CONFERENCE ON EXPERIMENTAL MECHANICS, 2001, 4317 : 521 - 527
  • [6] Inverse vibration technique for structural health monitoring of offshore jacket platforms
    Haeri, M. Hassan
    Lotfi, Alireza
    Dolatshahi, Kiarash M.
    Golafshani, Ali Akbar
    APPLIED OCEAN RESEARCH, 2017, 62 : 181 - 198
  • [7] Structural Health Monitoring of Offshore Jacket Structure
    Yang, Shao-Hua
    Chung, Cheng-Hsien
    Wu, Hua-Tung
    Chang, Yuan-Yi
    Wu, Yan-Wei
    Lyu, Jia-Rong
    Chen, Sih-Yin
    Lee, Yueh-Lien
    2018 IEEE INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY AND POWER ENGINEERING (REPE 2018), 2018, : 39 - 42
  • [8] FLEXIBILITY MONITORING OF OFFSHORE JACKET PLATFORMS
    RUBIN, S
    COPPOLINO, RN
    OFFSHORE, 1983, 43 (04) : 101 - 101
  • [9] SENSITIVITY OF FLEXIBILITY MONITORING OF OFFSHORE JACKET PLATFORMS
    RUBIN, S
    COPPOLINO, RN
    JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME, 1986, 108 (01): : 72 - 76
  • [10] Deep learning methods for damage detection of jacket-type offshore platforms
    Bao, Xingxian
    Fan, Tongxuan
    Shi, Chen
    Yang, Guanlan
    PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, 2021, 154 : 249 - 261