University of Twente Student Theses


ETA Prediction for vessels using Machine Learning

Flapper, Edwin (2020) ETA Prediction for vessels using Machine Learning.

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Abstract:Vessels entering and leaving a port follow a route consisting of waypoints. When a vessel is at one of these waypoints the vessel traffic service system needs to know the estimated time of arrival to the next waypoints. This research compares a variation of machine learning models in order to find the model best suited for short term vessel ETA prediction.
Item Type:Essay (Bachelor)
Faculty:EEMCS: Electrical Engineering, Mathematics and Computer Science
Subject:54 computer science
Programme:Computer Science BSc (56964)
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