Concepedia

Peihua Han

PH

20

Publications

679

Citations

17

H-Index

2016

Active since

Affiliations

Norwegian University of Science and Technology(Current)

Zhejiang University

China Jiliang University

Zhejiang Province Institute of Architectural Design and Research

Peihua Han is an author at Norwegian University of Science and Technology specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceSystems EngineeringComputer SciencePattern RecognitionMechanical EngineeringOceanographyDeep LearningOcean Technology

Publications per year

2016–2024

20

Publications

20

Fault Detection With LSTM-Based Variational Autoencoder for Maritime Components

Peihua Han, André Listou Ellefsen, Guoyuan Li et al. · IEEE Sensors Journal · 2021 · 102 citations

Fault Diagnosis, Reliability Engineering, Preventive Maintenance +11

Fault Prognostics Using LSTM Networks: Application to Marine Diesel Engine

Peihua Han, André Listou Ellefsen, Guoyuan Li et al. · IEEE Sensors Journal · 2021 · 73 citations

Fault Diagnosis, Engineering, Machine Learning +18

A Digital Twin of the Research Vessel Gunnerus for Lifecycle Services: Outlining Key Technologies

Houxiang Zhang, Guoyuan Li, Lars Ivar Hatledal et al. · IEEE Robotics & Automation Magazine · 2022 · 54 citations

Online Fault Detection in Autonomous Ferries: Using Fault-type Independent Spectral Anomaly Detection

André Listou Ellefsen, Peihua Han, Xu Cheng et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 48 citations · Full text

Fault Diagnosis, Anomaly Detection, Machine Learning +18

An Uncertainty-Aware Hybrid Approach for Sea State Estimation Using Ship Motion Responses

Peihua Han, Guoyuan Li, Xu Cheng et al. · IEEE Transactions on Industrial Informatics · 2021 · 47 citations

Engineering, Ship Maneuvering, Machine Learning +21

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