Comparative Analysis of Recurrent vs. Temporal Convolutional Autoencoders for Detecting Container Impacts During Quay Crane Handling

This research develops and validates a novel impact detection system for container monitoring using autoencoders embedded within an edge computing unit. This solution addresses common limitations in current container tracking systems, such as a lack of real-time processing and reliance on cloud conn...

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Bibliographic Details
Main Authors: Sergej Jakovlev, Tomas Eglynas, Edvinas Pocevicius, Miroslav Voznak, Gediminas Gricius, Valdas Jankunas, Mindaugas Jusis
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Journal of Marine Science and Engineering
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Online Access:https://www.mdpi.com/2077-1312/13/7/1231
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