2024

• Sanguino, Beatriz; Zhang, Houxiang; Li, Guoyuan; Han, Peihua. (2024) An LSTM-based Approach to Fuel Consumption Estimation in Digital Twin Ship. IEEE conference proceedings IEEE Conference on Industrial Electronics and Applications (19)
  Vitenskapelig antologi/Konferanseserie
• Tian, Weiwei; Zhu, Mingda; Han, Peihua; Li, Guoyuan; Zhang, Houxiang. (2024) Pairwise ship encounter identification and classification for knowledge extraction. Ocean Engineering
  Vitenskapelig artikkel
• Zhu, Mingda; Han, Peihua; Tian, Weiwei; Skulstad, Robert; Zhang, Houxiang; Li, Guoyuan. (2024) A Deep Generative Model for Multi-Ship Trajectory Forecasting With Interaction Modeling. Journal of Offshore Mechanics and Arctic Engineering
  Vitenskapelig artikkel
• Han, Peihua; Zhang, Houxiang; Bruheim, Inge Alexander. (2024) A Framework for Smart Manufacturing of Antarctic Krill Protein. IEEE (Institute of Electrical and Electronics Engineers)
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Zhu, Mingda; Han, Peihua; Wang, Chunlin; Skulstad, Robert; Zhang, Houxiang; Li, Guoyuan. (2024) An AIS Data-Driven Hybrid Approach to Ship Trajectory Prediction. IEEE Transactions on Systems, Man & Cybernetics. Systems
  Vitenskapelig artikkel
• Han, Peihua; Liang, Qin; Vanem, Erik; Knutsen, Knut Erik; Zhang, Houxiang. (2024) Assessing Helicopter Turbine Engine Health: A Simple Yet Robust Probabilistic Approach. Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM
  Vitenskapelig artikkel
• Liang, Qin; Han, Peihua; Vanem, Erik; Knutsen, Knut Erik; Zhang, Houxiang. (2024) A Hybrid Approach Integrating Physics-Based Models and Expert-Augmented Neural Networks for Ship Fuel Consumption Prediction. Journal of Offshore Mechanics and Arctic Engineering
  Vitenskapelig artikkel
• Wang, Chunlin; Han, Peihua; Zhu, Mingda; Osen, Ottar Laurits; Zhang, Houxiang; Li, Guoyuan. (2024) AIS Data-Based Hybrid Predictor for Short-Term Ship Trajectory Prediction Considering Uncertainties. IEEE transactions on intelligent transportation systems (Print)
  Vitenskapelig artikkel

2023

• Han, Peihua; Zhu, Mingda; Zhang, Houxiang. (2023) Interaction-Aware Short-Term Marine Vessel Trajectory Prediction With Deep Generative Models. IEEE Transactions on Industrial Informatics
  Vitenskapelig artikkel
• Kakavandi, Fatemeh; Han, Peihua; Reus, Roger de; Larsen, Peter Gorm; Zhang, Houxiang. (2023) Interpretable Fault Detection Approach With Deep Neural Networks to Industrial Applications. IEEE Press
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Han, Peihua; Zhang, Houxiang; Bruheim, Inge Alexander. (2023) Efficient Optimization of Enzymatic Hydrolysis of Antarctic Krill via Parallel Bayesian Optimization. IEEE Conference on Industrial Electronics and Applications
  Vitenskapelig artikkel
• Han, Peihua; Li, Guoyuan; Thattavelil Sunilkumar, Sai Rana; Cao, Yanran. (2023) A Virtual Learning Platform for Biomedical Laboratory Scientists Using Unity3D. IEEE conference proceedings
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Gao, Sihan; Han, Peihua; Gansel, Lars Christian; Li, Guoyuan; Zhang, Houxiang. (2023) Real-time prediction of fish cage behaviors under varying currents using deep neural network. IEEE conference proceedings
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Gao, Sihan; Banno, Kana; Hu, Zhicheng; Han, Peihua; Gansel, Lars Christian; Li, Guoyuan. (2023) Digital Prototyping of a Stocked Cage with Multi-Sensor Integration. IEEE conference proceedings
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Han, Peihua; Hildre, Hans Petter; Zhang, Houxiang. (2023) Local Ocean Wave Field Estimation Using a Deep Generative Model of Wave Buoys. IEEE Transactions on Geoscience and Remote Sensing
  Vitenskapelig artikkel

2022

• 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)
  Vitenskapelig artikkel
• Han, Peihua; Li, Guoyuan; Skjong, Stian; Zhang, Houxiang. (2022) Directional wave spectrum estimation with ship motion responses using adversarial networks. Marine Structures
  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
  Vitenskapelig artikkel
• Wu, Baiheng; Han, Peihua; Kanazawa, Motoyasu; Hildre, Hans Petter; Zhao, Luman; Zhang, Houxiang. (2022) A Camera-based Deep-Learning Solution for Visual Attention Zone Recognition in Maritime Navigational Operations. IEEE conference proceedings
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Zhang, Houxiang; Li, Guoyuan; Hatledal, Lars Ivar; Chu, Yingguang; Ellefsen, André Listou; Han, Peihua. (2022) A Digital Twin of the Research Vessel Gunnerus for Lifecycle Services: Outlining Key Technologies. IEEE robotics & automation magazine
  Vitenskapelig artikkel

2021

• 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
  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. IEEE (Institute of Electrical and Electronics Engineers)
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Han, Peihua; Ellefsen, Andre; Li, Guoyuan; Æsøy, Vilmar; Zhang, Houxiang. (2021) Fault Prognostics Using LSTM Networks: Application to Marine Diesel Engine. IEEE Sensors Journal
  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
  Vitenskapelig artikkel
• 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)
  Vitenskapelig artikkel
• 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
  Vitenskapelig artikkel

2020

• 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
  Vitenskapelig artikkel
• 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
  Vitenskapelig artikkel