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Journal Articles

Prediction for Global Whipping Responses of a Large Cruise Ship Under Unprecedented Sea Conditions Using an LSTM-Based Encoder–Decoder Model

Ruixiang Liu, Hui Li, Muk Chen Ong, Jian Zou
Journal: Journal of Offshore Mechanics and Arctic Engineering
Publisher: ASME
Article Type: Research Papers
J. Offshore Mech. Arct. Eng. April 2025, 147(2): 021401.
Paper No: OMAE-24-1056
https://doi.org/10.1115/1.4066063
Published Online: August 20, 2024
View Article titled, Prediction for Global Whipping Responses of a Large Cruise Ship Under Unprecedented Sea Conditions Using an LSTM-Based Encoder–Decoder Model
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Topics: Seas, Ships
Proceedings Papers

Identification Modeling of Ship Maneuvering Motion Based on Echo State Gaussian Process

Si-Yu Liu, Zao-Jian Zou, Lu Zou
Proc. ASME. OMAE2024, Volume 5B: Ocean Engineering, V05BT06A067, June 9–14, 2024
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2024-123756
https://doi.org/10.1115/OMAE2024-123756
View Paper titled, Identification Modeling of Ship Maneuvering Motion Based on Echo State Gaussian Process
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Topics: Echoes, Modeling, Ships
Proceedings Papers

Prediction of Global Whipping Responses on a Large Cruise Ship Under Unknown Sea States Using an LSTM Based Encoder-Decoder Model

Ruixiang Liu, Hui Li, Muk Chen Ong, Jian Zou
Proc. ASME. OMAE2024, Volume 6: Polar and Arctic Sciences and Technology; CFD, FSI, and AI, V006T08A040, June 9–14, 2024
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2024-126186
https://doi.org/10.1115/OMAE2024-126186
View Paper titled, Prediction of Global Whipping Responses on a Large Cruise Ship Under Unknown Sea States Using an LSTM Based Encoder-Decoder Model
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Topics: Seas, Ships, Safety, Computer simulation, Girders, Hull, Machine learning, Stress, Time series, Vibration
Proceedings Papers

Bragg Resonance of Surface Gravity Waves by Surface-Piercing Vertical Multi-Plate Breakwaters

Chen Chang-Zhe, Jing-Ping Wu, Jun Pan, Zao-Jian Zou
Proc. ASME. OMAE2023, Volume 5: Ocean Engineering, V005T06A001, June 11–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2023-100531
https://doi.org/10.1115/OMAE2023-100531
View Paper titled, Bragg Resonance of Surface Gravity Waves by Surface-Piercing Vertical Multi-Plate Breakwaters
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Topics: Breakwaters, Gravity (Force), Integral equations, Plates (structures), Resonance, Waves
Proceedings Papers

Evaluation of Parametric Modeling Method for Ship Maneuvering Motion With Experimental Data

Yu-Xuan Zhong, Zi-Hao Wang, Zao-Jian Zou
Proc. ASME. OMAE2023, Volume 5: Ocean Engineering, V005T06A046, June 11–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2023-104303
https://doi.org/10.1115/OMAE2023-104303
View Paper titled, Evaluation of Parametric Modeling Method for Ship Maneuvering Motion With Experimental Data
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Topics: Modeling, Ships, Support vector machines
Proceedings Papers

Numerical Simulation of a Ship Advancing in Pack Ice Area Based on CFD-DEM Method

Ming Zou, Xiang-Jie Tang, Lu Zou, Zao-Jian Zou, Xin-Shu Zhang
Proc. ASME. OMAE2023, Volume 6: Polar and Arctic Sciences and Technology, V006T07A020, June 11–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2023-102378
https://doi.org/10.1115/OMAE2023-102378
View Paper titled, Numerical Simulation of a Ship Advancing in Pack Ice Area Based on CFD-DEM Method
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Topics: Computational fluid dynamics, Computer simulation, Discrete element methods, Ice, Ships
Proceedings Papers

Numerical Research on the Resistance Performance of a Ship Under Pack Ice Conditions

Xiang-Jie Tang, Ming Zou, Lu Zou, Zao-Jian Zou
Proc. ASME. OMAE2022, Volume 6: Polar and Arctic Sciences and Technology, V006T07A025, June 5–10, 2022
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2022-78558
https://doi.org/10.1115/OMAE2022-78558
View Paper titled, Numerical Research on the Resistance Performance of a Ship Under Pack Ice Conditions
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Topics: Computational fluid dynamics, Discrete element methods, Ice, Ships
Proceedings Papers

Numerical Simulation of Ship-Ice Interaction in Pack Ice Area Based on CFD-DEM Coupling Method

Ming Zou, Xiang-Jie Tang, Lu Zou, Zao-Jian Zou
Proc. ASME. OMAE2022, Volume 6: Polar and Arctic Sciences and Technology, V006T07A027, June 5–10, 2022
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2022-78945
https://doi.org/10.1115/OMAE2022-78945
View Paper titled, Numerical Simulation of Ship-Ice Interaction in Pack Ice Area Based on CFD-DEM Coupling Method
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Topics: Computational fluid dynamics, Computer simulation, Discrete element methods, Ice, Ships
Proceedings Papers

URANS Simulations of a Cruise Ship in Crabbing Motion

Lu Zou, Zao-jian Zou
Proc. ASME. OMAE2021, Volume 6: Ocean Engineering, V006T06A049, June 21–30, 2021
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2021-62741
https://doi.org/10.1115/OMAE2021-62741
View Paper titled, URANS Simulations of a Cruise Ship in Crabbing Motion
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Topics: Engineering simulation, Ships, Simulation
Proceedings Papers

RANS Simulation of the Flow Around a Ship Advancing in Shallow Water

Yan-Yun Zhang, Zao-Jian Zou, Jian-Xi Yao
Proc. ASME. OMAE2020, Volume 8: CFD and FSI, V008T08A037, August 3–7, 2020
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2020-18236
https://doi.org/10.1115/OMAE2020-18236
View Paper titled, RANS Simulation of the Flow Around a Ship Advancing in Shallow Water
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Topics: Flow (Dynamics), Reynolds-averaged Navier–Stokes equations, Ships, Simulation, Water
Proceedings Papers

Black-Box Modeling of Ship Maneuvering Motion Using System Identification Method Based on BP Neural Network

Hong-Wei He, Zao-Jian Zou
Proc. ASME. OMAE2020, Volume 6B: Ocean Engineering, V06BT06A037, August 3–7, 2020
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2020-18069
https://doi.org/10.1115/OMAE2020-18069
View Paper titled, Black-Box Modeling of Ship Maneuvering Motion Using System Identification Method Based on BP Neural Network
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Topics: Algorithms, Artificial neural networks, Modeling, Ships
Proceedings Papers

Prediction of Wave-Induced Motions and Loads of Ships With Forward Speed by Matching Method

Hui Li, Baoli Deng, Chunlei Liu, Jian Zou, Huilong Ren
Proc. ASME. OMAE2020, Volume 6A: Ocean Engineering, V06AT06A048, August 3–7, 2020
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2020-18614
https://doi.org/10.1115/OMAE2020-18614
View Paper titled, Prediction of Wave-Induced Motions and Loads of Ships With Forward Speed by Matching Method
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Topics: Ships, Stress, Waves
Proceedings Papers

Dynamic Load Inversion Method of Ship Body Based on Influence Coefficient Matrix

Huilong Ren, Guoqing Feng, Hao Liu, Xuecong Hu, Jian Zou
Proc. ASME. OMAE2019, Volume 3: Structures, Safety, and Reliability, V003T02A027, June 9–14, 2019
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2019-95777
https://doi.org/10.1115/OMAE2019-95777
View Paper titled, Dynamic Load Inversion Method of Ship Body Based on Influence Coefficient Matrix
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Topics: Ships, Stress
Proceedings Papers

Numerical Simulation of Ice-Wave Interaction by Coupling DEM-CFD

Teng-Chao Lu, Zao-Jian Zou
Proc. ASME. OMAE2019, Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology, V008T07A015, June 9–14, 2019
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2019-95105
https://doi.org/10.1115/OMAE2019-95105
View Paper titled, Numerical Simulation of Ice-Wave Interaction by Coupling DEM-CFD
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Topics: Computational fluid dynamics, Computer simulation, Discrete element methods, Ice, Waves
Proceedings Papers

A Method for Designing the Backbone for the Segmented Model of an Ultra-Large Container Carrier

Hui Li, Jian Zou, Weijia Sheng, Xuecong Hu, Wenjia Hu
Proc. ASME. OMAE2019, Volume 7B: Ocean Engineering, V07BT06A019, June 9–14, 2019
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2019-96136
https://doi.org/10.1115/OMAE2019-96136
View Paper titled, A Method for Designing the Backbone for the Segmented Model of an Ultra-Large Container Carrier
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Topics: Containers, Design, Stiffness, Ships, Stress, Waves, Finite element methods, Seas, Calibration, Girders
Proceedings Papers

Numerical Simulations of Continuous Icebreaking Process With Different Heel Angles in Level Ice

Feng Wang, Zao-Jian Zou, Hai-Peng Guo, Yi-Zhou Ren
Proc. ASME. OMAE2018, Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology, V008T07A010, June 17–22, 2018
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2018-77253
https://doi.org/10.1115/OMAE2018-77253
View Paper titled, Numerical Simulations of Continuous Icebreaking Process With Different Heel Angles in Level Ice
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Topics: Computer simulation, Ice, Engineering simulation, Simulation, Computer software, Finite element methods, Finite element model, Ice-structure interaction, Marine structures, Ships
Proceedings Papers

Quantifying Multicollinearity in Ship Manoeuvring Modeling by Variance Inflation Factor

Zi-Hao Wang, Zao-Jian Zou
Proc. ASME. OMAE2018, Volume 7A: Ocean Engineering, V07AT06A001, June 17–22, 2018
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2018-77121
https://doi.org/10.1115/OMAE2018-77121
View Paper titled, Quantifying Multicollinearity in Ship Manoeuvring Modeling by Variance Inflation Factor
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Topics: Modeling, Ships, Design
Proceedings Papers

Characteristics of Bragg Reflection of Water Waves by Multiple Vertical Flexible Membranes

Wei-Wei Ding, Zao-Jian Zou, Jing-Ping Wu
Proc. ASME. OMAE2018, Volume 7A: Ocean Engineering, V07AT06A036, June 17–22, 2018
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2018-77066
https://doi.org/10.1115/OMAE2018-77066
View Paper titled, Characteristics of Bragg Reflection of Water Waves by Multiple Vertical Flexible Membranes
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Topics: Membranes, Reflection, Water waves, Approximation, Breakwaters, Deflection, Design, Eigenfunctions, Linear wave theory, Tension
Proceedings Papers

SVR-Based Parametric Identification for Parametric Roll Resonance of Ships in Longitudinal Regular Waves

Xian-Rui Hou, Zao-Jian Zou
Proc. ASME. OMAE2016, Volume 7: Ocean Engineering, V007T06A006, June 19–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2016-54316
https://doi.org/10.1115/OMAE2016-54316
View Paper titled, SVR-Based Parametric Identification for Parametric Roll Resonance of Ships in Longitudinal Regular Waves
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Topics: Resonance, Ships, Waves, Containers, Damping, Longitudinal waves, Oscillations, Stability, Support vector machines
Proceedings Papers

Short-Term Prediction of Ship Pitching Motion Based on Artificial Neural Networks

Bai-Gang Huang, Zao-Jian Zou
Proc. ASME. OMAE2016, Volume 7: Ocean Engineering, V007T06A007, June 19–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2016-54317
https://doi.org/10.1115/OMAE2016-54317
View Paper titled, Short-Term Prediction of Ship Pitching Motion Based on Artificial Neural Networks
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Topics: Artificial neural networks, Ships, Aircraft, Safety, Seas