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Double Entropy Joint Distribution Function and Its Application in Calculation of Design Wave Height

Wave height and wave period are important oceanic environmental factors that are used to describe the randomness of a wave. Within the field of ocean engineering, the calculation of design wave height is of great significance. In this paper, a periodic maximum entropy distribution function with four...

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Autores principales: Liu, Guilin, Chen, Baiyu, Jiang, Song, Fu, Hanliang, Wang, Liping, Jiang, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514171/
https://www.ncbi.nlm.nih.gov/pubmed/33266780
http://dx.doi.org/10.3390/e21010064
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author Liu, Guilin
Chen, Baiyu
Jiang, Song
Fu, Hanliang
Wang, Liping
Jiang, Wei
author_facet Liu, Guilin
Chen, Baiyu
Jiang, Song
Fu, Hanliang
Wang, Liping
Jiang, Wei
author_sort Liu, Guilin
collection PubMed
description Wave height and wave period are important oceanic environmental factors that are used to describe the randomness of a wave. Within the field of ocean engineering, the calculation of design wave height is of great significance. In this paper, a periodic maximum entropy distribution function with four undetermined parameters is derived by means of coordinate transformation and solving conditional variational problems. A double entropy joint distribution function of wave height and wave period is also derived. The function is derived from the maximum entropy wave height function and the maximum entropy periodic function, with the help of structures of the Copula function. The double entropy joint distribution function of wave height and wave period is not limited by weak nonlinearity, nor by normal stochastic process and narrow spectrum. Besides, it can fit the observed data more carefully and be more widely applicable to nonlinear waves in various cases, owing to the many undetermined parameters it contains. The engineering cases show that the recurrence level derived from the double entropy joint distribution function is higher than that from the extreme value distribution using the single variables of wave height or wave period. It is also higher than that from the traditional joint distribution function of wave height and wave period.
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spelling pubmed-75141712020-11-09 Double Entropy Joint Distribution Function and Its Application in Calculation of Design Wave Height Liu, Guilin Chen, Baiyu Jiang, Song Fu, Hanliang Wang, Liping Jiang, Wei Entropy (Basel) Article Wave height and wave period are important oceanic environmental factors that are used to describe the randomness of a wave. Within the field of ocean engineering, the calculation of design wave height is of great significance. In this paper, a periodic maximum entropy distribution function with four undetermined parameters is derived by means of coordinate transformation and solving conditional variational problems. A double entropy joint distribution function of wave height and wave period is also derived. The function is derived from the maximum entropy wave height function and the maximum entropy periodic function, with the help of structures of the Copula function. The double entropy joint distribution function of wave height and wave period is not limited by weak nonlinearity, nor by normal stochastic process and narrow spectrum. Besides, it can fit the observed data more carefully and be more widely applicable to nonlinear waves in various cases, owing to the many undetermined parameters it contains. The engineering cases show that the recurrence level derived from the double entropy joint distribution function is higher than that from the extreme value distribution using the single variables of wave height or wave period. It is also higher than that from the traditional joint distribution function of wave height and wave period. MDPI 2019-01-14 /pmc/articles/PMC7514171/ /pubmed/33266780 http://dx.doi.org/10.3390/e21010064 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liu, Guilin
Chen, Baiyu
Jiang, Song
Fu, Hanliang
Wang, Liping
Jiang, Wei
Double Entropy Joint Distribution Function and Its Application in Calculation of Design Wave Height
title Double Entropy Joint Distribution Function and Its Application in Calculation of Design Wave Height
title_full Double Entropy Joint Distribution Function and Its Application in Calculation of Design Wave Height
title_fullStr Double Entropy Joint Distribution Function and Its Application in Calculation of Design Wave Height
title_full_unstemmed Double Entropy Joint Distribution Function and Its Application in Calculation of Design Wave Height
title_short Double Entropy Joint Distribution Function and Its Application in Calculation of Design Wave Height
title_sort double entropy joint distribution function and its application in calculation of design wave height
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514171/
https://www.ncbi.nlm.nih.gov/pubmed/33266780
http://dx.doi.org/10.3390/e21010064
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