Modelling of Extreme Ocean Waves Using High Performance Computing
Author(s)
Archibald, Stuart
Type
Thesis or dissertation
Abstract
This thesis describes the development of a fully nonlinear numerical model for
the simulation of surface water waves. The model has the ability to compute the
evolution of both limiting and overturning waves arising from the focussing of wave
components in realistic ocean spectra. To accomplish this task, a multiple-flux
implementation of a boundary element method is used to describe the evolution
of a free surface in the time domain over an arbitrary bed geometry.
Unfortunately, boundary element methods are inherently computationally expensive
and although approximations exist to reduce the complexity of the problem,
the effects of their use in physical space is unclear. To overcome some of
the computational intensity, the present work employs novel computational approaches
to both reduce the run time of the simulations and make accessible
predictions of wave fields that were previously unfeasible. The advances in computational
aspects are made through the use of parallel algorithms running in
a distributed computing environment. Further acceleration is gained by running
parts of the algorithm on many-core co-processing devices in the form of the, habitually
called, graphics processing unit. Once a reasonably efficient implementation
of the boundary element method is achieved, attention is turned to further algorithmic
optimisations, particularly in respect of computing the kinematics field
underlying the extreme wave events.
The flexibility of the model is demonstrated through the accurate simulation
of extreme wave events, this includes near-breaking and overturning wave phenomena.
Finally, by harnessing the power of high performance computing technologies,
the model is applied to an engineering design problem concerning the
wave-induced loading of an offshore jacket structure. The work presented is not
merely a study of a single wave event and its interaction with a structure, but
rather a whole multitude of wave-structure interaction events that could not have
been computed within a realistic time frame were it not for the use of high performance
computing. The outcome of this work is the harnessing of distributed and
accelerated computing to enable the rapid calculation of numerous fully nonlinear
wave loading events to provide a game changing outlook on structural design and the reliability for offshore structures; such calculations having not previously been
possible.
the simulation of surface water waves. The model has the ability to compute the
evolution of both limiting and overturning waves arising from the focussing of wave
components in realistic ocean spectra. To accomplish this task, a multiple-flux
implementation of a boundary element method is used to describe the evolution
of a free surface in the time domain over an arbitrary bed geometry.
Unfortunately, boundary element methods are inherently computationally expensive
and although approximations exist to reduce the complexity of the problem,
the effects of their use in physical space is unclear. To overcome some of
the computational intensity, the present work employs novel computational approaches
to both reduce the run time of the simulations and make accessible
predictions of wave fields that were previously unfeasible. The advances in computational
aspects are made through the use of parallel algorithms running in
a distributed computing environment. Further acceleration is gained by running
parts of the algorithm on many-core co-processing devices in the form of the, habitually
called, graphics processing unit. Once a reasonably efficient implementation
of the boundary element method is achieved, attention is turned to further algorithmic
optimisations, particularly in respect of computing the kinematics field
underlying the extreme wave events.
The flexibility of the model is demonstrated through the accurate simulation
of extreme wave events, this includes near-breaking and overturning wave phenomena.
Finally, by harnessing the power of high performance computing technologies,
the model is applied to an engineering design problem concerning the
wave-induced loading of an offshore jacket structure. The work presented is not
merely a study of a single wave event and its interaction with a structure, but
rather a whole multitude of wave-structure interaction events that could not have
been computed within a realistic time frame were it not for the use of high performance
computing. The outcome of this work is the harnessing of distributed and
accelerated computing to enable the rapid calculation of numerous fully nonlinear
wave loading events to provide a game changing outlook on structural design and the reliability for offshore structures; such calculations having not previously been
possible.
Date Issued
2011
Date Awarded
2011-06
Advisor
Swan, Chris
Sponsor
Engineering and Physical Sciences Research Council (EPSRC)
Creator
Archibald, Stuart
Grant Number
F022964/1
Publisher Department
Civil and Environmental Engineering
Publisher Institution
Imperial College London
Qualification Level
Doctoral
Qualification Name
Doctor of Philosophy (PhD)