no code implementations • 2 Apr 2020 • Mehdi Neshat, Meysam Majidi Nezhad, Ehsan Abbasnejad, Daniele Groppi, Azim Heydari, Lina Bertling Tjernberg, Davide Astiaso Garcia, Bradley Alexander, Markus Wagner
Reliable wind turbine power prediction is imperative to the planning, scheduling and control of wind energy farms for stable power production.
no code implementations • 21 Mar 2020 • Mehdi Neshat, Bradley Alexander, Nataliia Y. Sergiienko, Markus Wagner
The primary goal of this research is to maximise the total harnessed power of a large wave farm consisting of fully-submerged three-tether wave energy converters (WECs).
no code implementations • 2 Mar 2020 • Aneta Neumann, Bradley Alexander, Frank Neumann
We introduce an evolutionary image painting approach whose underlying biased random walk can be controlled by a parameter influencing the bias of the random walk and thereby creating different artistic painting effects.
no code implementations • 21 Feb 2020 • Mehdi Neshat, Meysam Majidi Nezhad, Ehsan Abbasnejad, Lina Bertling Tjernberg, Davide Astiaso Garcia, Bradley Alexander, Markus Wagner
Accurate short-term wind speed forecasting is essential for large-scale integration of wind power generation.
no code implementations • 24 Jan 2020 • Nataliia Y. Sergiienko, Mehdi Neshat, Leandro S. P. da Silva, Bradley Alexander, Markus Wagner
A wave energy converter (WEC) similar to the CETO system developed by Carnegie Clean Energy is considered for design optimisation.
no code implementations • 3 Oct 2019 • Mehdi Neshat, Bradley Alexander, Markus Wagner
Such arrays can be optimised for total energy output by adjusting both the relative positions of buoys in farms and also the power-take-off (PTO) parameters for each buoy.
1 code implementation • 11 Sep 2019 • Mehdi Neshat, Bradley Alexander, Angus Simpson
This is followed by an upward-greedy search phase to remove pressure violations.
no code implementations • 6 Jul 2019 • Mehdi Neshat, Ehsan Abbasnejad, Qinfeng Shi, Bradley Alexander, Markus Wagner
The installed amount of renewable energy has expanded massively in recent years.
no code implementations • 21 Apr 2019 • Mehdi Neshat, Bradley Alexander, Nataliia Sergiienko, Markus Wagner
We compare the proposed hybrid method with other state-of-the-art search methods in five different wave scenarios -- one simplified irregular wave model and four real wave climates.
no code implementations • 15 Apr 2019 • Mehdi Neshat, Bradley Alexander, Nataliia Sergiienko, Markus Wagner
In this research, we investigate the problem of maximising the energy delivered by farms of wave energy converters (WEC's).
no code implementations • 21 Apr 2018 • Bradley Alexander, Yang Heng Lee
In this work we improve upon previous work by defining a compact and expressive representation and search process able to describe and discover two and three dimensional spatial models.
no code implementations • 15 Feb 2018 • Aneta Neumann, Christo Pyromallis, Bradley Alexander
To date this work has focused on the generation of images concordant with one or more classes and transfer of artistic styles.
no code implementations • 5 Aug 2016 • Aneta Neumann, Bradley Alexander, Frank Neumann
Evolutionary algorithms have been used in many ways to generate digital art.
no code implementations • 21 Apr 2016 • Aneta Neumann, Bradley Alexander, Frank Neumann
Evolutionary algorithms have been widely studied from a theoretical perspective.