Real-time digital twin for ship operation in waves

被引:35
|
作者
Lee, Jae-Hoon [1 ]
Nam, Yoon-Seo [1 ]
Kim, Yonghwan [1 ]
Liu, Yuming [2 ]
Lee, Jaehak [1 ]
Yang, Heesuk [1 ]
机构
[1] Seoul Natl Univ, Dept Naval Architecture & Ocean Engn, 1 Gwanak Ro, Seoul 08826, South Korea
[2] MIT, Dept Mech Engn, Cambridge, MA 02139 USA
关键词
Digital twin; Ship operation in waves; Real-time prediction; Wave prediction; Seakeeping-maneuvering coupled simulation; SEA-SURFACE RECONSTRUCTION; MARINE RADAR IMAGES; PREDICTION; HEIGHT; INVERSION; ALGORITHM;
D O I
10.1016/j.oceaneng.2022.112867
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
This paper introduces a real-time digital twin for ship operations in seaways. The concept of the digital twin is becoming popular, and it is adopted for ship operation systems in this study. In particular, this paper introduces a new and innovative concept of the digital twin to predict ocean waves and hydrodynamic performances, such as seakeeping and maneuvering, which enables the risk and optimum route to be forecast in real time. An essential element in the realization of such a real-time digital twin is the real-time prediction of ocean waves. Hence, a sophisticated algorithm for wave reconstruction using measured wave-radar images is developed, which is extended to predicting the future evolution of a three-dimensional wave field in front of a ship within a time window of the order of 10 min. As another essential element, an analysis program to solve the coupled seakeeping-maneuvering problem is developed. This analysis can also be used in real time. By combining this with wave prediction software, the future occurrence of ocean waves and ship responses can be predicted. By extending this approach, the risk and performance of ships in various ocean environments can be predicted. In this paper, concepts, approaches, and examples are introduced.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Methodology for Real-Time Torque Estimation in a Ship Propulsion Digital Twin
    Purcell, Etienne
    Nejad, Amir R.
    Bekker, Anriette
    JOURNAL OF OFFSHORE MECHANICS AND ARCTIC ENGINEERING-TRANSACTIONS OF THE ASME, 2025, 147 (02):
  • [2] Evaluating a Microgrid Operation through Real-Time Digital Twin Simulation
    Blasi, Thais M.
    Blasi, Raphael M.
    Aoki, Alexandre R.
    Fernandes, Thelma S. P.
    da Trindade, Marcela R. G.
    Alexandre, Victor H.
    2023 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES LATIN AMERICA, ISGT-LA, 2023, : 65 - 69
  • [3] A digital twin framework for real-time ship routing considering decarbonization regulatory compliance
    Wei, Qikun
    Liu, Yan
    Dong, You
    Li, Tianyun
    Li, Wei
    OCEAN ENGINEERING, 2023, 278
  • [4] Real-Time Simulation of Ship Motions in Waves
    Chen, Xiao
    Wang, Guangming
    Zhu, Ying
    Owen, G. Scott
    ADVANCES IN VISUAL COMPUTING, ISVC 2012, PT I, 2012, 7431 : 71 - 80
  • [5] Real-Time Digital Twin for Railway Systems
    Bernal, Esteban
    Spiryagin, Maksym
    Santa, Juan
    Toro, Alejandro
    Wu, Qing
    Cole, Colin
    ADVANCES IN DYNAMICS OF VEHICLES ON ROADS AND TRACKS III, VOL 1, IAVSD 2023, 2025, : 445 - 454
  • [6] Multiagent System for Real-Time Operation of a Microgrid in Real-Time Digital Simulator
    Logenthiran, Thillainathan
    Srinivasan, Dipti
    Khambadkone, Ashwin M.
    Aung, Htay Nwe
    IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (02) : 925 - 933
  • [7] DIGITAL TWIN OF A MANEUVERING SHIP: REAL-TIME ESTIMATION OF DERIVATIVES AND RESISTANCE COEFFICIENT BASED ON MOTION SENSOR
    Uehara Sasaki, Humberto A.
    Sandes Ianagui, Andre S.
    De Mello, Pedro Cardozo
    Tannuri, Eduardo Aoun
    PROCEEDINGS OF ASME 2021 40TH INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE AND ARCTIC ENGINEERING (OMAE2021), VOL 6, 2021,
  • [8] Real-Time Digital Twin of Ship Structure Deformation Field Based on the Inverse Finite Element Method
    Wei, Pengyu
    Li, Chuntong
    Jiang, Ze
    Wang, Deyu
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2024, 12 (02)
  • [9] Saving in real time - optimizing the grid operation with the digital twin
    Claub, Volker
    Euroheat and Power/Fernwarme International, 2023, 52 (4-5): : 40 - 42
  • [10] DIGITAL TWIN OF A MANEUVERING SHIP: REAL-TIME ESTIMATION OF DRIFT AND RESISTANCE COEFFICIENTS BASED ON SHIP MOTION AND RUDDER AND PROPELLER COMMANDS
    Uehara Sasaki, Humberto A.
    de Mello, Pedro Cardozo
    Tannuri, Eduardo Aoun
    PROCEEDINGS OF ASME 2022 41ST INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE & ARCTIC ENGINEERING, OMAE2022, VOL 5B, 2022,