The maximum entropy distribution is proposed to fit the long term and extreme distribution of significant wave heights from which return value estimates are derived. The maximum entropy distribution is applied to data from two sites of different characteristics, namely from Japan characterized by the occurrence of typhoons and from the North Sea with continuous variation of sea state intensity. The compound distribution, Poisson-maximum entropy distribution, is described and adopted to model the data from these two locations. It is shown that in the case of continuous data from the North Sea, this model does not bring any advantage over the direct application of the maximum entropy distribution to adjust the significant wave heights larger than different thresholds. For this case the maximum entropy distribution provides good fits.
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Ocean University of China,
Qingdao 266100,
Ocean University of China,
Qingdao 266100,
Engineering (CENTEC),
Instituto Superior Técnico,
Technical University of Lisbon,
Av. Rovisco Pais,
e-mail: guedess@mar.ist.utl.pt
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August 2013
Research-Article
Return Value Estimation of Significant Wave Heights With Maximum Entropy Distribution
W. Liu,
Ocean University of China,
Qingdao 266100,
W. Liu
College of Engineering
,Ocean University of China,
Qingdao 266100,
China
Search for other works by this author on:
L. Z. Zhang,
Ocean University of China,
Qingdao 266100,
L. Z. Zhang
College of Mathematical Sciences
,Ocean University of China,
Qingdao 266100,
China
Search for other works by this author on:
C. Guedes Soares
Engineering (CENTEC),
Instituto Superior Técnico,
Technical University of Lisbon,
Av. Rovisco Pais,
e-mail: guedess@mar.ist.utl.pt
C. Guedes Soares
1
Centre for Marine Technology and
Engineering (CENTEC),
Instituto Superior Técnico,
Technical University of Lisbon,
Av. Rovisco Pais,
Lisbon 1049-001
, Portugal
e-mail: guedess@mar.ist.utl.pt
1Corresponding author.
Search for other works by this author on:
W. Liu
College of Engineering
,Ocean University of China,
Qingdao 266100,
China
L. Z. Zhang
College of Mathematical Sciences
,Ocean University of China,
Qingdao 266100,
China
C. Guedes Soares
Centre for Marine Technology and
Engineering (CENTEC),
Instituto Superior Técnico,
Technical University of Lisbon,
Av. Rovisco Pais,
Lisbon 1049-001
, Portugal
e-mail: guedess@mar.ist.utl.pt
1Corresponding author.
Contributed by the Ocean, Offshore, and Arctic Engineering Division of ASME for publication in the JOURNAL OF OFFSHORE MECHANICS AND ARCTIC ENGINEERING. Manuscript received May 15, 2011; final manuscript received October 20, 2012; published online May 2, 2013. Assoc. Editor: Arvid Naess.
J. Offshore Mech. Arct. Eng. Aug 2013, 135(3): 031103 (10 pages)
Published Online: May 2, 2013
Article history
Received:
May 15, 2011
Revision Received:
October 20, 2012
Citation
Dong, S., Liu, W., Zhang, L. Z., and Guedes Soares, C. (May 2, 2013). "Return Value Estimation of Significant Wave Heights With Maximum Entropy Distribution." ASME. J. Offshore Mech. Arct. Eng. August 2013; 135(3): 031103. https://doi.org/10.1115/1.4023248
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