2022

• Han, Peihua; Li, Guoyuan; Skjong, Stian; Zhang, Houxiang. (2022) Directional wave spectrum estimation with ship motion responses using adversarial networks. Marine Structures. volum 83.
  Vitenskapelig artikkel
• Han, Peihua; Li, Guoyuan; Zhang, Houxiang. (2022) Leveraging Past Experience for Path planning of Marine Vessel: A Docking Example. MIC Journal: Modeling, Identification and Control. volum 43 (3).
  Vitenskapelig artikkel
• Wang, Chunlin; Li, Guoyuan; Han, Peihua; Osen, Ottar; Zhang, Houxiang. (2022) Impacts of COVID-19 on Ship Behaviours in Port Area: An AIS Data-Based Pattern Recognition Approach. IEEE transactions on intelligent transportation systems (Print). volum 23 (12).
  Vitenskapelig artikkel
• Wu, Baiheng; Han, Peihua; Kanazawa, Motoyasu; Hildre, Hans Petter; Zhao, Luman; Zhang, Houxiang; Li, Guoyuan. (2022) A Camera-based Deep-Learning Solution for Visual Attention Zone Recognition in Maritime Navigational Operations. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Zhang, Houxiang; Li, Guoyuan; Hatledal, Lars Ivar; Chu, Yingguang; Ellefsen, André Listou; Han, Peihua; Major, Pierre Yann; Skulstad, Robert; Wang, Tongtong; Hildre, Hans Petter. (2022) A Digital Twin of the Research Vessel Gunnerus for Lifecycle Services: Outlining Key Technologies. IEEE robotics & automation magazine.
  Vitenskapelig artikkel

2021

• Cheng, Xu; Li, Guoyuan; Han, Peihua; Skulstad, Robert; Chen, Shengyong; Zhang, Houxiang. (2021) Data-Driven Modeling for Transferable Sea State Estimation between Marine Systems. IEEE transactions on intelligent transportation systems (Print). volum 23 (3).
  Vitenskapelig artikkel
• Han, Peihua; Ellefsen, Andre; Li, Guoyuan; Holmeset, Finn Tore; Zhang, Houxiang. (2021) Fault Detection with LSTM-Based Variational Autoencoder for Maritime Components. IEEE Sensors Journal. volum 21 (19).
  Vitenskapelig artikkel
• Han, Peihua; Ellefsen, Andre; Li, Guoyuan; Æsøy, Vilmar; Zhang, Houxiang. (2021) Fault Prognostics Using LSTM Networks: Application to Marine Diesel Engine. IEEE Sensors Journal. volum 21 (22).
  Vitenskapelig artikkel
• Han, Peihua; Li, Guoyuan; Cheng, Xu; Skjong, Stian; Zhang, Houxiang. (2021) An Uncertainty-Aware Hybrid Approach for Sea State Estimation Using Ship Motion Responses. IEEE Transactions on Industrial Informatics. volum 18 (2).
  Vitenskapelig artikkel
• Han, Peihua; Li, Guoyuan; Skjong, Stian; Wu, Baiheng; Zhang, Houxiang. (2021) Data-driven sea state estimation for vessels using multi-domain features from motion responses. 2021 IEEE International Conference on Robotics and Automation (ICRA).
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Han, Peihua; Li, Guoyuan; Skulstad, Robert; Skjong, Stian; Zhang, Houxiang. (2021) A Deep Learning Approach to Detect and Isolate Thruster Failures for Dynamically Positioned Vessels Using Motion Data. IEEE Transactions on Instrumentation and Measurement. volum 70.
  Vitenskapelig artikkel

2020

• Ellefsen, Andre; Han, Peihua; Cheng, Xu; Holmeset, Finn Tore; Æsøy, Vilmar; Zhang, Houxiang. (2020) Online Fault Detection in Autonomous Ferries: Using fault-type in-dependent spectral anomaly detection. IEEE Transactions on Instrumentation and Measurement. volum 69 (10).
  Vitenskapelig artikkel
• Xu, Cheng; Han, Peihua; Li, Guoyuan; Chen, Shengyong; Zhang, Houxiang. (2020) A Novel Channel and Temporal-wise Attention in Convolutional Networks for Multivariate Time Series Classification. IEEE Access. volum 8.
  Vitenskapelig artikkel