2025

• Liang, Qin; Han, Peihua; Vanem, Erik; Knutsen, Knut Erik; Zhang, Houxiang. (2025) Dual-Perspective 1D Fully Convolutional Network for State of Health Prediction in Maritime Battery Systems Using Charge and Discharge Curves. Proceedings of the Annual Conference of the IEEE Industrial Electronics Society (IECON)
  Vitenskapelig artikkel
• Han, Peihua; Liang, Qin. (2025) Estimating Cycles to Maintenance Events For Jet Engines Using Engine-specific Measurement Residual. Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM
  Vitenskapelig artikkel
• Primeau, Russell Burch; Han, Peihua; Cao, Yanran; Li, Guoyuan. (2025) Iterative Improvement of a Virtual Laboratory for Biomedical Training.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Han, Peihua; Zhu, Mingda; Tian, Weiwei; Zhang, Houxiang. (2025) Probabilistic and Interaction-Aware Trajectory Prediction Using Score-Based Diffusion Models. IEEE Transactions on Industrial Informatics
  Vitenskapelig artikkel
• Xiao, Feng; Zhang, Jianhua; Han, Peihua; Chen, Shengyong; Zhang, Houxiang. (2025) Cascaded State Space and Contrastive Learning for Cross-Domain Few-Shot Segmentation. IEEE Transactions on Industrial Informatics
  Vitenskapelig artikkel
• Xu, Weiqian; Mao, Runze; Han, Peihua; Yuan, Ning; Li, Yuanjiang; Guo, Yuting. (2025) A comprehensive review of lithium-ion battery remaining useful life prediction: methodologies, datasets, performance metrics, and future perspectives. Measurement Science and Technology
  Vitenskapelig artikkel
• Yuan, Ning; Mao, Runze; Han, Peihua; Xu, Weiqian; Li, Yuanjiang; Guo, Yuting. (2025) A Dual-Exponential EKF Model for Lithium-ion Battery RUL Prediction with Bayesian Optimization. Measurement Science and Technology
  Vitenskapelig artikkel
• Zhu, Mingda; Han, Peihua; Landsverk, Ronny; Strandene, Jan Christian Bjerke; Hagen, Daniel; Zhou, Jing. (2025) A Data-driven Approach to Payload Heave Motion Prediction under Irregular Waves.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Zhu, Mingda; Nguyen, Hoang Nam Du; Han, Peihua; Zhou, Jing; Huynh, van Khang. (2025) A Semi-Supervised Variational Autoencoder for Fault Detection of Low-Severity Inter-Turn Short-Circuit in PMSMs.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Kakavandi, Fatemeh; Han, Peihua; Nerenst, Tim Brix; Reus, Roger de; Gomes, Cláudio; Larsen, Peter Gorm. (2025) Comparative Study in Fault Detection under Data Scarcity for Pharmaceutical Device Manufacturing. International Conference on Control, Automation and Diagnosis (ICCAD)
  Vitenskapelig artikkel

2024

• 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 (T-ITS)
  Vitenskapelig artikkel
• Tian, Weiwei; Zhu, Mingda; Han, Peihua; Li, Guoyuan; Zhang, Houxiang. (2024) Pairwise ship encounter identification and classification for knowledge extraction. Ocean Engineering
  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
• 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
• 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.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Han, Peihua; Skulstad, Robert; Zhang, Houxiang. (2024) Deep Autoregressive Roll Motion Prediction of Marine Vessels. IEEE transactions on industrial electronics (1982. Print)
  Vitenskapelig artikkel
• Sanguino, Beatriz; Li, Guoyuan; Han, Peihua; Zhang, Houxiang. (2024) An LSTM-based Approach to Fuel Consumption Estimation in Digital Twin Ship.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• 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

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
• 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
• Gao, Sihan; Banno, Kana; Hu, Zhicheng; Han, Peihua; Gansel, Lars Christian; Li, Guoyuan. (2023) Digital Prototyping of a Stocked Cage with Multi-Sensor Integration.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Kakavandi, Fatemeh; Han, Peihua; Reus, Roger de; Larsen, Peter Gorm; Zhang, Houxiang. (2023) Interpretable Fault Detection Approach With Deep Neural Networks to Industrial Applications.
  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.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Han, Peihua; Li, Guoyuan; Sunilkumar, Sai Rana Thattavelil; Cao, Yanran. (2023) A Virtual Learning Platform for Biomedical Laboratory Scientists Using Unity3D.
  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

• 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
• 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
• 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.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• 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 (T-ITS)
  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

2021

• 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
• 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; 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 (T-ITS)
  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.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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
  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
  Vitenskapelig artikkel