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2022
1 Wang, Tongtong; Li, Guoyuan; Hatledal, Lars Ivar; Skulstad, Robert; Æsøy, Vilmar; Zhang, Houxiang.
Incorporating Approximate Dynamics Into Data-Driven Calibrator: A Representative Model for Ship Maneuvering Prediction. IEEE Transactions on Industrial Informatics 2022 ;Volum 18.(3) s. 1781-1789
NTNU Untitled
 
2021
2 Cheng, Xu; Shi, Fan; Zhao, Meng; Li, Guoyuan; Zhang, Houxiang; Chen, Shengyong.
Temporal Attention Convolutional Neural Network for Estimation of Icing Probability on Wind Turbine Blades. IEEE transactions on industrial electronics (1982. Print) 2021 s. -
NTNU Untitled
 
3 Chu, Yingguang; Li, Guoyuan; Hatledal, Lars Ivar; Holmeset, Finn Tore; Zhang, Houxiang.
Coupling of dynamic reaction forces of a heavy load crane and ship motion responses in waves. Ships and Offshore Structures 2021 ;Volum 16. s. 58-67
OCEAN NTNU Untitled
 
4 Crescitelli, Alberto Maximiliano; Gansel, Lars Christian; Zhang, Houxiang.
NorFisk: fish image dataset from Norwegian fish farms for species recognition using deep neural networks. Modeling, Identification and Control 2021 ;Volum 42.(1) s. -
NTNU Untitled
 
5 Gao, Sihan; Gansel, Lars Christian; Li, Guoyuan; Zhang, Houxiang.
An Integrated Approach to Modelling Fish Cage Response in the Flow. Modeling, Identification and Control 2021 ;Volum 42.(4) s. 173-184
NTNU Untitled
 
6 Han, Peihua; Ellefsen, Andre; Li, Guoyuan; Holmeset, Finn Tore; Zhang, Houxiang.
Fault Detection with LSTM-Based Variational Autoencoder for Maritime Components. IEEE Sensors Journal 2021 ;Volum 21.(19) s. 21903-21912
NTNU Untitled
 
7 Han, Peihua; Ellefsen, Andre; Li, Guoyuan; Æsøy, Vilmar; Zhang, Houxiang.
Fault Prognostics Using LSTM Networks: Application to Marine Diesel Engine. IEEE Sensors Journal 2021 ;Volum 21.(22) s. 25986-25994
NTNU Untitled
 
8 Han, Peihua; Li, Guoyuan; Cheng, Xu; Skjong, Stian; Zhang, Houxiang.
An Uncertainty-aware Hybrid Approach for Sea State Estimation Using Ship Motion Responses. IEEE Transactions on Industrial Informatics 2021 ;Volum 18.(2) s. 891-900
OCEAN NTNU Untitled
 
9 Han, Peihua; Li, Guoyuan; Skjong, Stian; Wu, Baiheng; Zhang, Houxiang.
Data-driven sea state estimation for vessels using multi-domain features from motion responses. I: 2021 IEEE International Conference on Robotics and Automation (ICRA). IEEE 2021 ISBN 978-1-7281-9077-8. s. 2120-2126
OCEAN NTNU Untitled
 
10 Han, Peihua; Li, Guoyuan; Skulstad, Robert; Skjong, Stian; Zhang, Houxiang.
A Deep Learning Approach to Detect and Isolate Thruster Failures for Dynamically Positioned Vessels Using Motion Data. IEEE Transactions on Instrumentation and Measurement 2021 ;Volum 70. s. -
OCEAN NTNU Untitled
 
11 Hatledal, Lars Ivar; Chu, Yingguang; Styve, Arne; Zhang, Houxiang.
Vico: An entity-component-system based co-simulation framework. Simulation modelling practice and theory 2021 ;Volum 108.
NTNU SINTEF Untitled
 
12 Kanazawa, Motoyasu; Skulstad, Robert; Li, Guoyuan; Hatledal, Lars Ivar; Zhang, Houxiang.
A multiple-output hybrid ship trajectory predictor with consideration for future command assumption. IEEE Sensors Journal 2021
NTNU Untitled
 
13 Li, Guoyuan; Holseker, Erlend; Khodabandeh, Arvin; Sneltvedt, Isak Gamnes; Bjørnøy, Erik; Zhang, Houxiang.
Development of a manufacturing system for gear assembly using collaborative robots. I: Proceedings of 2021 IEEE International Conference on Mechatronics and Automation. IEEE conference proceedings 2021 ISBN 978-1-6654-4100-1. s. 22-27
NTNU Untitled
 
14 Major, Pierre Yann; Li, Guoyuan; Hildre, Hans Petter; Zhang, Houxiang.
The Use of a Data-Driven Digital Twin of a Smart City: A Case Study of Ålesund, Norway. IEEE Instrumentation & Measurement Magazine 2021 ;Volum 24.(7) s. 39-49
NTNU Untitled
 
15 Major, Pierre Yann; Li, Guoyuan; Zhang, Houxiang; Hildre, Hans Petter.
Real-time digital twin of research vessel for remote monitoring. I: Proceedings of 35th European Council for Modelling and Simulation. United Kingdom: Communications of the ECMS 2021 ISBN 978-3-937436-72-2. s. -
NTNU Untitled
 
16 Major, Pierre Yann; Zghyer, Rami; Zhang, Houxiang; Hildre, Hans Petter.
A framework for rapid virtual prototyping: a case study with the Gunnerus research vessel. Ship Technology Research 2021 s. 1-13
NTNU Untitled
 
17 Major, Pierre Yann; Zhang, Houxiang; Hildre, Hans Petter; Edet, Mathieu.
Virtual prototyping of offshore operations: a review. Ship Technology Research 2021 ;Volum 68.(2) s. 84-101
NTNU Untitled
 
18 Mao, Runze; Li, Guoyuan; Hildre, Hans Petter; Zhang, Houxiang.
A Survey of Eye Tracking in Automobile and Aviation Studies: Implications for Eye-Tracking Studies in Marine Operations. IEEE Transactions on Human-Machine Systems 2021 ;Volum 51.(2) s. 87-98
NTNU Untitled
 
19 Monteiro, Thiago Gabriel; Skourup, Charlotte; Zhang, Houxiang.
A Task Agnostic Mental Fatigue Assessment Approach Based on EEG Frequency Bands for Demanding Maritime Operation. IEEE Instrumentation & Measurement Magazine 2021 ;Volum 24.(4) s. 82-88
NTNU Untitled
 
20 Raghunathan, Rahul Nath.
Development of a Deep Learning based Thrust Allocator for Dynamic Positioning of Fully Actuated Vessels. Ålesund: NTNU 2021 93 s.
NTNU Untitled
 
21 Skulstad, Robert; Li, Guoyuan; Fossen, Thor I.; Wang, Tongtong; Zhang, Houxiang.
A Co-operative Hybrid Model For Ship Motion Prediction. Modeling, Identification and Control 2021 ;Volum 42.(1) s. 17-26
NTNU Untitled
 
22 Tian, Weiwei; Cheng, Xu; Li, Guoyuan; Shi, Fan; Chen, Shengyong; Zhang, Houxiang.
A Multilevel Convolutional Recurrent Neural Network for Blade Icing Detection of Wind Turbine. IEEE Sensors Journal 2021 ;Volum 21.(18) s. 20311-20323
NTNU Untitled
 
23 Wang, Chunlin; Li, Guoyuan; Skulstad, Robert; Cheng, Xu; Osen, Ottar Laurits; Zhang, Houxiang.
A sensitivity quantification approach to significance analysis of thrusters in dynamic positioning operations.. Ocean Engineering 2021 ;Volum 223. s. -
NTNU Untitled
 
24 Wang, Tongtong; Li, Guoyuan; Wu, Baiheng; Æsøy, Vilmar; Zhang, Houxiang.
Parameter Identification of Ship Manoeuvring Model Under Disturbance Using Support Vector Machine Method. Ships and Offshore Structures 2021 ;Volum 16. s. 13-21
NTNU Untitled
 
25 Wu, Baiheng; Li, Guoyuan; Wang, Tongtong; Hildre, Hans Petter; Zhang, Houxiang.
Sailing status recognition to enhance safety awareness and path routing for a commuter ferry. Ships and Offshore Structures 2021 ;Volum 16. s. 1-12
NTNU Untitled
 
26 Wu, Baiheng; Li, Guoyuan; Zhao, Luman; Aandahl, Hans-Ingar Johansen; Hildre, Hans Petter; Zhang, Houxiang.
Navigating patterns analysis for on-board guidance support in crossing collision avoidance operations. IEEE Intelligent Transportation Systems Magazine (ITSM) 2021 s. -
NTNU Untitled
 
27 Zhu, Mingda.
Genetic Algorithm-based Parameter Identification for Ship Manoeuvring Model under Wind Disturbance. NTNU Ålesund: NTNU 2021 80 s.
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2020
28 Cheng, Xu; Li, Guoyuan; Ellefsen, Andre; Chen, Shengyong; Hildre, Hans Petter; Zhang, Houxiang.
A Novel Densely Connected Convolutional Neural Network for Sea State Estimation Using Ship Motion Data. IEEE Transactions on Instrumentation and Measurement 2020 ;Volum 69.(9) s. 5984-5993
NTNU Untitled
 
29 Cheng, Xu; Li, Guoyuan; Skulstad, Robert; Chen, Shengyong; Hildre, Hans Petter; Zhang, Houxiang.
A Neural Network-Based Sensitivity Analysis Approach for Data-Driven Modeling of Ship Motion. IEEE Journal of Oceanic Engineering 2020 ;Volum 45.(2) s. 451-461
NTNU Untitled
 
30 Cheng, Xu; Li, Guoyuan; Skulstad, Robert; Zhang, Houxiang; Chen, Shengyong.
SpectralSeaNet: Spectrogram and Convolutional Network-based Sea State Estimation. I: The 46th Annual Conference of the IEEE Industrial Electronics Society (IECON 2020). IEEE conference proceedings 2020 ISBN 978-1-7281-5413-8. s. 5069-5074
NTNU Untitled
 
31 Cheng, Xu.
Data Analysis and Modeling of Ship Motion Data for Offshore Operations. : Norwegian University of Science and Technology 2020 132 s.
NTNU Untitled
 
32 Chu, Yingguang; Li, Guoyuan; Zhang, Houxiang.
Incorporation of ship motion prediction into active heave compensation for offshore crane operation. I: Proceedings of the 15th IEEE Conference on Industrial Electronics and Applications(ICIEA 2020). IEEE conference proceedings 2020 ISBN 978-1-7281-5168-7. s. 1444-1449
OCEAN NTNU Untitled
 
33 Crescitelli, Alberto Maximiliano; Gansel, Lars Christian; Zhang, Houxiang.
NorFisk Dataset. DataverseNO 2020
NTNU Untitled
 
34 Crescitelli, Alberto Maximiliano; Gansel, Lars Christian; Zhang, Houxiang.
Semi-automatic Approach to Create Fish Image Datasets for Aquaculture Applications. 15th IEEE Conference on Industrial Electronics and Applications (ICIEA); 2020-11-09 - 2020-11-13
NTNU Untitled
 
35 Crescitelli, Alberto Maximiliano; Gansel, Lars Christian; Zhang, Houxiang.
Semi-automatic Approach to Create Fish Image Datasets for Aquaculture Applications. IEEE Conference on Industrial Electronics and Applications 2020 s. 1450-1455
NTNU Untitled
 
36 Ellefsen, Andre; Han, Peihua; Cheng, Xu; Holmeset, Finn Tore; Æsøy, Vilmar; Zhang, Houxiang.
Online Fault Detection in Autonomous Ferries: Using fault-type in-dependent spectral anomaly detection. IEEE Transactions on Instrumentation and Measurement 2020 ;Volum 69.(10) s. 8216-8225
NTNU Untitled
 
37 Ellefsen, Andre.
A Data-Driven Prognostics and Health Management System for Autonomous and Semi-Autonomous Ships. : NTNU Open 2020 173 s.
NTNU Untitled
 
38 Hatledal, Lars Ivar; Collonval, Frederic; Zhang, Houxiang.
Enabling Python Driven Co-Simulation Models with PythonFMU. I: Proceedings of the 34th International ECMS - Conference on Modelling and Simulation - ECMS 2020. ECMS European Council for Modelling and Simulation 2020 ISBN 978-3-937436-68-5. s. 235-239
NTNU Untitled
 
39 Hatledal, Lars Ivar; Skulstad, Robert; Li, Guoyuan; Styve, Arne; Zhang, Houxiang.
Co-simulation as a Fundamental Technology for Twin Ships. Modeling, Identification and Control 2020 ;Volum 41.(4) s. 297-311
NTNU Untitled
 
40 Landsverk, Ronny; Zhou, Jing; Hovland, Geir; Zhang, Houxiang.
Modeling of Offshore Crane and Marine Craft in Wave Motion. IEEE Conference on Industrial Electronics and Applications 2020 s. 1463-1470
NTNU UIA Untitled
 
41 Li, Guoyuan; Mao, Runze; Hildre, Hans Petter; Zhang, Houxiang.
Visual Attention Assessment for Expert-in-the-loop Training in a Maritime Operation Simulator. IEEE Transactions on Industrial Informatics 2020 ;Volum 16.(1) s. 522-531
NTNU Untitled
 
42 Li, Guoyuan; Waldum, Håkon Bjerkgaard; Grindvik, Marcus Olai; Jørundland, Ruben Svedal; Zhang, Houxiang.
Development of a vision-based target exploration system for snake-like robots in structured environments. International Journal of Advanced Robotic Systems (IJARS) 2020 ;Volum 17.(4) s. 1-11
NTNU Untitled
 
43 Monteiro, Thiago Gabriel; Gaspar, Henrique Murilo; Zhang, Houxiang; Skourup, Charlotte.
A MODEL FOR FORECASTING MENTAL FATIGUE IN MARITIME OPERATIONS. I: Proceedings of the 34th International ECMS - Conference on Modelling and Simulation - ECMS 2020. ECMS European Council for Modelling and Simulation 2020 ISBN 978-3-937436-68-5. s. 221-227
NTNU Untitled
 
44 Monteiro, Thiago Gabriel; Li, Guoyuan; Skourup, Charlotte; Zhang, Houxiang.
Investigating an Integrated Sensor Fusion System for Mental Fatigue Assessment for Demanding Maritime Operations. Sensors 2020 ;Volum 20.(9) s. -
NTNU Untitled
 
45 Monteiro, Thiago Gabriel; Skourup, Charlotte; Zhang, Houxiang.
Optimizing CNN Hyperparameters for Mental Fatigue Assessment in Demanding Maritime Operations. IEEE Access 2020 ;Volum 8. s. 40402-40412
NTNU Untitled
 
46 Shuai, Yonghui; Li, Guoyuan; Xu, jinshan; Zhang, Houxiang.
An effective ship control strategy for collision-free maneuver toward a dock. IEEE Access 2020 ;Volum 8. s. 110140-110152
NTNU Untitled
 
47 Skulstad, Robert; Li, Guoyuan; Fossen, Thor I.; Vik, Bjørnar; Zhang, Houxiang.
A Hybrid Approach to Motion Prediction for Ship Docking— Integration of a Neural Network Model into the Ship Dynamic Model. IEEE Transactions on Instrumentation and Measurement 2020 ;Volum 70. s. -
NTNU Untitled
 
48 Smogeli, Øyvind Rasmussen; Ludvigsen, Kristine Bruun; Jamt, Levi; Vik, Bjørnar; Nordahl, Håvard; Kyllingstad, Lars Tandle; Yum, Kevin Koosup; Zhang, Houxiang.
Open Simulation Platform – An Open-Source Project for Maritime System Co-Simulation. I: 19th International Conference on Computer and IT Applications in the Maritime Industries. Technische Universität Hamburg-Harburg 2020 ISBN 978-3-89220-717-7. s. 239-253
OCEAN NTNU Untitled
 
49 Wang, Tongtong; Li, Guoyuan; Skulstad, Robert; Æsøy, Vilmar; Zhang, Houxiang.
An effective model-based thruster failure detection method for dynamically positioned ships. I: 2020 IEEE International Conference on Mechatronics and Automation. IEEE conference proceedings 2020 ISBN 978-1-7281-6414-4. s. 898-904
NTNU Untitled
 
50 Wu, Baiheng; Li, Guoyuan; Zhao, Luman; Hildre, Hans Petter; Zhang, Houxiang.
A human-expertise based statistical method for analysis of log data from a commuter ferry. I: Proceedings of the 15th IEEE Conference on Industrial Electronics and Applications(ICIEA 2020). IEEE conference proceedings 2020 ISBN 978-1-7281-5168-7. s. 1471-1477
NTNU Untitled
 
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