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Serr, Johanna (2023) Data-Driven Prediction of Global Load and Motion of Floating Structures. Master's, Technische Universität Hamburg.
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Abstract
This thesis is aimed at investigating the feasibility of using neural network models as mapping tools for instantaneously estimating the temporal relationship between surface elevation data and the vertical motions and bending moment of a vessel advancing in waves.
| Item URL in elib: | https://elib.dlr.de/203566/ | ||||||||
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| Document Type: | Thesis (Master's) | ||||||||
| Title: | Data-Driven Prediction of Global Load and Motion of Floating Structures | ||||||||
| Authors: |
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| Date: | 2023 | ||||||||
| Open Access: | No | ||||||||
| Status: | Published | ||||||||
| Keywords: | neural network, FCNN, MLP, time series prediction | ||||||||
| Institution: | Technische Universität Hamburg | ||||||||
| Department: | Institut für Konstruktion und Festigkeit von Schiffen | ||||||||
| HGF - Research field: | Energy | ||||||||
| HGF - Program: | Energy System Design | ||||||||
| HGF - Program Themes: | Digitalization and System Technology | ||||||||
| DLR - Research area: | Energy | ||||||||
| DLR - Program: | E SY - Energy System Technology and Analysis | ||||||||
| DLR - Research theme (Project): | E - Energy System Technology | ||||||||
| Location: | Geesthacht | ||||||||
| Institutes and Institutions: | Institute of Maritime Energy Systems > Ship Performance | ||||||||
| Deposited By: | Klein, Marco | ||||||||
| Deposited On: | 08 Apr 2024 07:46 | ||||||||
| Last Modified: | 08 Apr 2024 07:46 |
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