Identification of Nonlinear Wave Forces Using Gaussian Process NARX Models

Author(s):  
K. Worden ◽  
T. Rogers ◽  
E. J. Cross
Author(s):  
Jing Zhang ◽  
Qin Liu ◽  
Xing Hua Shi ◽  
C. Guedes Soares

As the offshore fixed wind turbine developed, more ones will be installed in the sea field with the depth 15–50 meters. Wave force will be one of the main forces that dominate the design of the wind turbine base, which is calculated using the Morison equation traditionally. This method can predict the wave forces for the small cylinders if the drag and inertia coefficients are obtained accurately. This paper will give a series scaled tests of monopile and jacket type base of the offshore wind turbine in tank to study the nonlinear wave loads.


1977 ◽  
Vol 99 (1) ◽  
pp. 170-175
Author(s):  
J. B. Caldwell ◽  
W. E. Gammage

This paper describes a newly developed nonlinear computer program that predicts internal reaction forces and motions of a multiline marine production riser exposed to wave and current forces. The paper also presents an analytical method that accounts for large geometric displacements and nonlinear wave forces. A simulation of the response of a prototype articulated multiline marine production riser during a mild tropical storm illustrates the program’s capability.


2016 ◽  
Vol 50 ◽  
pp. 162-188 ◽  
Author(s):  
Signe Schløer ◽  
Henrik Bredmose ◽  
Harry B. Bingham

1988 ◽  
Vol 110 (1) ◽  
pp. 62-70 ◽  
Author(s):  
R. Inoue ◽  
Y. Kyozuka

This paper is to present experimental results of the first and second-order wave forces acting on three kinds of horizontally submerged cylinders. Wave height, wave frequency and the models’ submergence were varied in the experiments. These results are compared with the numerical calculations based on the regular perturbation theory. Through this study, it was found that the calculations of both the first and second-order wave forces coincide with the experiments when the cylinders are submerged at a sufficient depth. However, in the case that the cylinders are close to the free surface and/or wave amplitudes are relatively large, the experimental results become small compared with the calculations because of nonlinear effects, such as wave breaking observed in the experiments.


1974 ◽  
Vol 100 (3) ◽  
pp. 189-204
Author(s):  
Subrata K. Chakrabarti ◽  
Robert A. Naftzger
Keyword(s):  

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