Hydrodynamic coefficients identification of ship simplified modular model based on support vector regression

Hydrodynamic coefficients identification of ship simplified modular model based on support vector regression

ObjectivesTo address the issue of multicollinearity and parameter drift in the identification of hydrodynamic coefficients in ship separated-type models, this paper proposes a method for modeling simplified three-degree-of-freedom modular models based on support vector regression (SVR). MethodsIniti...

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Bibliographic Details
Main Authors: Lifei SONG, Yuqing WANG, Wei PENG, Peiyong LI, Yushan LIu, Yongfeng ZHANG
Format: Article
Language:English
Published: Editorial Office of Chinese Journal of Ship Research 2025-02-01
Series:Zhongguo Jianchuan Yanjiu
Subjects:
ships
maneuverability
hydrodynamics
mathematical models
parameter identification
support vector regression
white-box modelling
Online Access:http://www.ship-research.com/en/article/doi/10.19693/j.issn.1673-3185.03832
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