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  5. Mathematical modeling and optimization of wave energy converters and arrays
 
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Mathematical modeling and optimization of wave energy converters and arrays

Author(s)
Sarkar, Dripta  
Advisor(s)
Dias, Frederic  
Uri
http://hdl.handle.net/10197/7898
Date Issued
2015-08
Date Available
2017-08-20T01:00:21Z
Abstract
The aim of this work is to develop methodologies and understand the dynamics of waveenergy energy converters (WECs) in some problems of practical interest. The focus is ona well known WEC - the Oscillating Wave Surge Converter (OWSC). In the first work, amathematical model is described to analyze the interactions in a wave energy farm comprising of OWSCs. The semi-analytical method uses Green’s integral equation formulation and Green’s function, yielding hyper-singular integrals which are later solved using the Chebyshev polynomial of the second kind. A new methodology for the optimization of large wavefarms is then presented and the approach includes a statistical emulator, an active learning approach (Gaussian Process Upper Confidence Bound with Pure Exploration) and a genetic algorithm. The modular concept of the OWSC, which has emerged to address some of the shortcomings in the original design of the OWSC, is also described and investigated using a semi analytical approach for cylindrical modules. In another work, the dynamics of the OWSC near a straight coast is analyzed and for a particular case, a significant enhancement in the performance of the OWSC is observed. This interesting result motivated the following study, where it is investigated if a breakwater can artificially enhance the performance of the OWSC. Lastly, a new approach is presented to analyze the interactions between two different kind of WECs (an OWSC and a Heaving Wave Energy Converter), performing different modes of motion.
External Notes
A hard copy of this thesis is available in UCD Library, thesis 13034
Type of Material
Doctoral Thesis
Qualification Name
Ph.D.
Publisher
University College Dublin. School of Mathematical Sciences
Copyright (Published Version)
2015 the author
Subjects

Array

Hydrodyamics

Machine learning

Optimization

Oyster

Wave energy

Web versions
http://dissertations.umi.com/ucd:10057
Language
English
Status of Item
Peer reviewed
This item is made available under a Creative Commons License
https://creativecommons.org/licenses/by-nc-nd/3.0/ie/
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Sarkar_ucd_5090D_10057.pdf

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8.56 MB

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Owning collection
Mathematics and Statistics Theses

Item descriptive metadata is released under a CC-0 (public domain) license: https://creativecommons.org/public-domain/cc0/.
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