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Journal Articles

Surrogate Model Based on an MLP Neural Network and Bayesian Hyperparameter Tuning for Ship Hull Form Optimization

Yi Zhang, Ning Ma, Xiechong Gu, QiQi Shi
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 33 (02): 184–195.
Paper Number: ISOPE-23-33-2-184
https://doi.org/10.17736/ijope.2023.mm30
Published: 01 June 2023
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View article titled, Surrogate Model Based on an MLP Neural Network and Bayesian Hyperparameter Tuning for Ship Hull Form Optimization
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Journal Articles

Autonomous Recognition of a Ship Structure Characteristic Signal Based on Machine Learning

Haoyun Tang, Zichen He, Xianku Zhang, Qian Wan
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 33 (02): 174–183.
Paper Number: ISOPE-23-33-2-174
https://doi.org/10.17736/ijope.2023.mt34
Published: 01 June 2023
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View article titled, Autonomous Recognition of a Ship Structure Characteristic Signal Based on Machine Learning
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Journal Articles

Application of Machine Learning for Prediction of Wave-induced Ship Motion

Jae-Hoon Lee, Jaehak Lee, Yonghwan Kim, Yangjun Ahn
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 33 (02): 164–173.
Paper Number: ISOPE-23-33-2-164
https://doi.org/10.17736/ijope.2023.mt33
Published: 01 June 2023
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View article titled, Application of Machine Learning for Prediction of Wave-induced Ship Motion
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Journal Articles

Numerical Study on an Actively Controlled Flat Plate Breakwater

Hongjian Liang, Hao Qin, Lin Mu
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 33 (01): 62–70.
Paper Number: ISOPE-23-33-1-062
https://doi.org/10.17736/ijope.2023.ak52
Published: 01 March 2023
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View article titled, Numerical Study on an Actively Controlled Flat Plate Breakwater
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Journal Articles

On the Artificial Intelligence for the Sea State Forecast Along the Northern Sea Route

Aleksei Buinyi, Ekaterina Zhdanova, Aleksandr Evdokimov, Natalia Sukhikh
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 32 (04): 411–417.
Paper Number: ISOPE-22-32-4-411
https://doi.org/10.17736/ijope.2022.jc870
Published: 01 December 2022
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View article titled, On the Artificial Intelligence for the Sea State Forecast Along the Northern Sea Route
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Journal Articles

A Machine Learning Ship’s Speed Over Ground Prediction Model and Sailing Time Control Strategy

Xiao Lang, Da Wu, Wengang Mao
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 32 (04): 386–393.
Paper Number: ISOPE-22-32-4-386
https://doi.org/10.17736/ijope.2022.jc876
Published: 01 December 2022
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View article titled, A Machine Learning Ship’s Speed Over Ground Prediction Model and Sailing Time Control Strategy
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Journal Articles

A Machine Learning Model for Wave Prediction Based on Support Vector Machine

Qiang Liu, Xingya Feng, Tianning Tang
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 32 (04): 394–401.
Paper Number: ISOPE-22-32-4-394
https://doi.org/10.17736/ijope.2022.jc879
Published: 01 December 2022
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View article titled, A Machine Learning Model for Wave Prediction Based on Support Vector Machine
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Journal Articles

Comparison of Simulated Offshore Wind Farm Wakes and SAR Images

Henning Heiberg-Andersen, Heidi Ytterstad Hindberg, Jørn Havås Mæland, Harald Johnsen, Torleif Lothe, Leonid Vasilyev
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 32 (01): 81–86.
Paper Number: ISOPE-22-32-1-081
https://doi.org/10.17736/ijope.2022.aj11
Published: 01 March 2022
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View article titled, Comparison of Simulated Offshore Wind Farm Wakes and SAR Images
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Journal Articles

Assessment of Ice-Seabed Interaction Process in Clay Using Extreme Learning Machine

Hamed Azimi, Hodjat Shiri
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 31 (04): 411–420.
Paper Number: ISOPE-21-31-4-411
https://doi.org/10.17736/ijope.2021.mt31
Published: 01 December 2021
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View article titled, Assessment of Ice-Seabed Interaction Process in Clay Using Extreme Learning Machine
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Journal Articles

Application of Deep Learning to Hull Plate Crack Detection Based on Vibration Signals

Dongliang Ma, Deyu Wang
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 31 (03): 363–371.
Paper Number: ISOPE-21-31-3-363
https://doi.org/10.17736/ijope.2021.ty12
Published: 01 September 2021
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View article titled, Application of Deep Learning to Hull Plate Crack Detection Based on Vibration Signals
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Journal Articles

Extreme Motion Prediction and Early-Warning Assessment of Semisubmersible Platform Based on Deep Learning Method

Ji Yao, Wenhua Wu
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 31 (03): 293–301.
Paper Number: ISOPE-21-31-3-293
https://doi.org/10.17736/ijope.2021.mt30
Published: 01 September 2021
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View article titled, Extreme Motion Prediction and Early-Warning Assessment of Semisubmersible Platform Based on Deep Learning Method
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Journal Articles

Investigations on Plate Crack Damage Detection Using Convolutional Neural Networks

Dongliang Ma, Deyu Wang
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 31 (02): 220–229.
Paper Number: IJOPE-21-31-2-220
https://doi.org/10.17736/ijope.2021.ty11
Published: 01 June 2021
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View article titled, Investigations on Plate Crack Damage Detection Using Convolutional Neural Networks
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Journal Articles

Fluid Flow and Particle Motion Behaviors During Seabed Nodule Pickup: An Experimental Study

Guocheng Zhao, Longfei Xiao, Jingchao Hu, Mingyue Liu, Tao Peng
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 31 (02): 210–219.
Paper Number: IJOPE-21-31-2-210
https://doi.org/10.17736/ijope.2021.jc803
Published: 01 June 2021
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View article titled, Fluid Flow and Particle Motion Behaviors During Seabed Nodule Pickup: An Experimental Study
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Journal Articles

Active Single-Blade Installation Using Tugger Line Tension Control and Optimal Control Allocation

Zhengru Ren, Roger Skjetne, Zhiyu Jiang, Zhen Gao
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 30 (02): 220–227.
Paper Number: ISOPE-20-30-2-220
https://doi.org/10.17736/ijope.2020.jc759
Published: 01 June 2020
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View article titled, Active Single-Blade Installation Using Tugger Line Tension Control and Optimal Control Allocation
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Journal Articles

Multidisciplinary Design Optimization of a Heavier-Than-Water Underwater Vehicle Using a Semi-Empirical Model

Min Zhao, Qingqing Yuan, Tao Wang, Tong Ge, Weicheng Cui
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 29 (04): 474–484.
Paper Number: ISOPE-19-29-4-474
https://doi.org/10.17736/ijope.2019.mm21
Published: 01 December 2019
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View article titled, Multidisciplinary Design Optimization of a Heavier-Than-Water Underwater Vehicle Using a Semi-Empirical Model
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Journal Articles

Use of Bayesian Network for Risk-Based Fatigue Integrity Assessment: Application for Topside Piping in an Arctic Environment

Arvind Keprate, R. M. Chandima Ratnayake
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 29 (04): 421–428.
Paper Number: ISOPE-19-29-4-421
https://doi.org/10.17736/ijope.2019.bn19
Published: 01 December 2019
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View article titled, Use of Bayesian Network for Risk-Based Fatigue Integrity Assessment: Application for Topside Piping in an Arctic Environment
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Journal Articles

Switching Control for 3-D Waypoint Tracking of a Biomimetic Underwater Vehicle

Rui Wang, Yu Wang, Shuo Wang, Chong Tang, Min Tan
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 28 (03): 255–262.
Paper Number: ISOPE-18-28-3-255
https://doi.org/10.17736/ijope.2018.mt22
Published: 01 September 2018
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View article titled, Switching Control for 3-D Waypoint Tracking of a Biomimetic Underwater Vehicle
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Journal Articles

Antisway Control of a Crane on an Offshore Support Vessel Based on the Hardware-in-the-Loop Simulation

Luman Zhao, Myung-Il Roh, Seung-Ho Ham
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 28 (02): 182–189.
Paper Number: ISOPE-18-28-2-182
https://doi.org/10.17736/ijope.2018.jc722
Published: 01 June 2018
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View article titled, Antisway Control of a Crane on an Offshore Support Vessel Based on the Hardware-in-the-Loop Simulation
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Journal Articles

Performance Evaluation of Active Heave Compensator in Deepwater Installation Operation

Young-Myung Choi, Bo Woo Nam, Sa Young Hong, Jong Wook Kim
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 28 (01): 31–39.
Paper Number: ISOPE-18-28-1-031
https://doi.org/10.17736/ijope.2018.jc709
Published: 01 March 2018
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View article titled, Performance Evaluation of Active Heave Compensator in Deepwater Installation Operation
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Journal Articles

Hull Form Multi-Objective Optimization for a Container Ship with Neumann-Michell Theory and Approximation Model

Xiaoyi Liu, Min Zhao, Decheng Wan, Jianwei Wu
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 27 (04): 423–432.
Paper Number: ISOPE-17-27-4-423
https://doi.org/10.17736/ijope.2017.mmr18
Published: 01 December 2017
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View article titled, Hull Form Multi-Objective Optimization for a Container Ship with Neumann-Michell Theory and Approximation Model
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