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Niemi, Arto Turo Olavi and Sill Torres, Frank (2022) Application of synthetic weather time series based on four-dimensional copula for modeling of maritime operations. In: Oceans Conference Record (IEEE), pp. 1-8. IEEE. OCEANS 2021: San Diego – Porto, 20–23, Sep 2021, San Diego, CA, USA. doi: 10.23919/OCEANS44145.2021.9705681. ISBN 978-0-692-93559-0. ISSN 0197-7385.
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Official URL: https://ieeexplore.ieee.org/document/9705681
Abstract
This paper presents an approach to generate synthetic wind speed and wave height series for maritime environments with a four-dimensional copula using the Copulas Python library. The intended use of the approach is to generate weather data for maritime infrastructure operations modeling. For example, the ability to built and maintain offshore wind farms depends on the weather. The paper shows that this approach corrects a wave series discontinuity issue that was observed in an approach that was developed for a similar purpose. Overall, the results show that the proposed approach can produce credible weather time series. The series can be used for modeling so-called weather windows, which determine the times when maritime infrastructure can be accessed.
| Item URL in elib: | https://elib.dlr.de/144214/ | |||||||||
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| Document Type: | Conference or Workshop Item (Speech) | |||||||||
| Title: | Application of synthetic weather time series based on four-dimensional copula for modeling of maritime operations | |||||||||
| Authors: |
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| Date: | 15 February 2022 | |||||||||
| Journal or Publication Title: | Oceans Conference Record (IEEE) | |||||||||
| Refereed publication: | No | |||||||||
| Open Access: | No | |||||||||
| Gold Open Access: | No | |||||||||
| In SCOPUS: | Yes | |||||||||
| In ISI Web of Science: | No | |||||||||
| DOI: | 10.23919/OCEANS44145.2021.9705681 | |||||||||
| Page Range: | pp. 1-8 | |||||||||
| Publisher: | IEEE | |||||||||
| Series Name: | OCEANS | |||||||||
| ISSN: | 0197-7385 | |||||||||
| ISBN: | 978-0-692-93559-0 | |||||||||
| Status: | Published | |||||||||
| Keywords: | weather time series, copula model, maritime operations | |||||||||
| Event Title: | OCEANS 2021: San Diego – Porto | |||||||||
| Event Location: | San Diego, CA, USA | |||||||||
| Event Type: | international Conference | |||||||||
| Event Dates: | 20–23, Sep 2021 | |||||||||
| Organizer: | Marine Technology Society and IEEE Oceanic Engineering Society | |||||||||
| HGF - Research field: | other | |||||||||
| HGF - Program: | other | |||||||||
| HGF - Program Themes: | other | |||||||||
| DLR - Research area: | no assignment | |||||||||
| DLR - Program: | no assignment | |||||||||
| DLR - Research theme (Project): | no assignment | |||||||||
| Location: | Bremerhaven | |||||||||
| Institutes and Institutions: | Institute for the Protection of Maritime Infrastructures > Reslience of Maritime Systems | |||||||||
| Deposited By: | Niemi, Arto Turo Olavi | |||||||||
| Deposited On: | 08 Oct 2021 09:18 | |||||||||
| Last Modified: | 26 Sep 2022 09:04 |
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