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Showing results 1-9 of 9

2020
1 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 ;Volume 69.(9) p. 5984-5993
NTNU Untitled
 
2 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 ;Volume 69.(10) p. 8216-8225
NTNU Untitled
 
3 Ellefsen, Andre.
A Data-Driven Prognostics and Health Management System for Autonomous and Semi-Autonomous Ships. : NTNU Open 2020 173 p.
NTNU Untitled
 
2019
4 Cheng, Xu; Ellefsen, Andre; Li, Guoyuan; Holmeset, Finn Tore; Zhang, Houxiang; Chen, Shengyong.
A Step-wise Feature Selection Scheme for a Prognostics and Health Management System in Autonomous Ferry Crossing Operation. I: Proceedings of 2019 IEEE International Conference on Mechatronics and Automation August 4 - 7, Tianjin, China. IEEE 2019 ISBN 978-1-7281-1699-0. p. 1877-1882
NTNU Untitled
 
5 Ellefsen, Andre; Bjørlykhaug, Emil Dale; Æsøy, Vilmar; Zhang, Houxiang.
An Unsupervised Reconstruction-Based Fault Detection Algorithm for Maritime Components. IEEE Access 2019 ;Volume 7. p. 16101-16109
NTNU Untitled
 
6 Ellefsen, Andre; Bjørlykhaug, Emil; Æsøy, Vilmar; Ushakov, Sergey; Zhang, Houxiang.
Remaining useful life predictions for turbofan engine degradation using semi-supervised deep architecture. Reliability Engineering & System Safety 2019 ;Volume 183. p. 240-251
NTNU Untitled
 
7 Ellefsen, Andre; Cheng, Xu; Holmeset, Finn Tore; Æsøy, Vilmar; Zhang, Houxiang; Ushakov, Sergey.
Automatic Fault Detection for Marine Diesel Engine Degradation in Autonomous Ferry Crossing Operation. I: Proceedings of 2019 IEEE International Conference on Mechatronics and Automation August 4 - 7, Tianjin, China. IEEE 2019 ISBN 978-1-7281-1699-0. p. 2195-2200
NTNU Untitled
 
8 Ellefsen, Andre; Ushakov, Sergey; Æsøy, Vilmar; Zhang, Houxiang.
Validation of Data-Driven Labeling Approaches Using a Novel Deep Network Structure for Remaining Useful Life Predictions. IEEE Access 2019 ;Volume 7. p. 71563-71575
NTNU Untitled
 
9 Ellefsen, Andre; Æsøy, Vilmar; Ushakov, Sergey; Zhang, Houxiang.
A comprehensive survey of prognostics and health management based on deep learning for autonomous ships. IEEE Transactions on Reliability 2019 ;Volume 68.(2) p. 720-740
NTNU Untitled