Self-labelling of tugboat operation using unsupervised machine learning and intensity indicator
The actual operational data, such as a time sequence of fuel consumption and speed, is usually unlabeled or not associated with a specific activity like tugging or cruising. The operation type is critical for further analysis, as tugging and cruising operations require different fuel and navigation...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
Elsevier
2023-06-01
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Series: | Maritime Transport Research |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2666822X23000011 |