Layout optimization for maximizing wind farm power production using sequential convex programming
This paper describes an efficient method for optimizing the placement of wind turbines to
maximize the expected wind farm power. In a wind farm, the energy production of the …
maximize the expected wind farm power. In a wind farm, the energy production of the …
Toward efficient optimization of wind farm layouts: Utilizing exact gradient information
Abstract The Wind Farm Layout Optimization (WFLO) problem has attracted a lot of attention
from researchers and industry practitioners, as it has been proven that better placement of …
from researchers and industry practitioners, as it has been proven that better placement of …
Evolutionary computation for wind farm layout optimization
This paper presents the results of the second edition of the Wind Farm Layout Optimization
Competition, which was held at the 22nd Genetic and Evolutionary Computation …
Competition, which was held at the 22nd Genetic and Evolutionary Computation …
Exploiting Hardware and Software Advances for Quadratic Models of Wind Farm Layout Optimization
A key aspect of the design of a wind farm is the wind farm layout optimization (WFLO)
problem: given a wind farm site and information about the wind patterns, the problem is to …
problem: given a wind farm site and information about the wind patterns, the problem is to …
A hybrid extended pattern search/genetic algorithm for multi-stage wind farm optimization
This purpose of this work is to explore means of optimizing multi-stage wind farms using two
derivative-free optimization methods: a hybrid Extended Pattern Search/Genetic Algorithm …
derivative-free optimization methods: a hybrid Extended Pattern Search/Genetic Algorithm …
Informed mutation of wind farm layouts to maximise energy harvest
M Mayo, M Daoud - Renewable Energy, 2016 - Elsevier
Correct placement of turbines in a wind farm is a critical issue in wind farm design
optimisation. While traditional “trial and error”-based approaches suffice for small layouts …
optimisation. While traditional “trial and error”-based approaches suffice for small layouts …
A coupled model of global energy production and ERoEI applied to photovoltaic and wind, an estimation of net production
A Lamorlette - Energy, 2023 - Elsevier
Photovoltaic (PV) and wind energy production modelling essentially follows bottom-up
approaches, based on physical considerations. These models focus mostly on the …
approaches, based on physical considerations. These models focus mostly on the …
Fast numerical modelling method for wind flow investigation based on depth-averaged equations
An important phase of wind farm design is solving the wind farm layout optimization
problem, which consists in optimally positioning the turbines within the wind farm so that the …
problem, which consists in optimally positioning the turbines within the wind farm so that the …
An adaptive model-based mutation operator for the wind farm layout optimisation problem
M Mayo, M Daoud - 2015 IEEE International Conference on …, 2015 - ieeexplore.ieee.org
A novel mutation operator for the wind farm layout optimisation problem is proposed and
tested. When a wind farm layout is simulated, statistics such as an individual turbine's wake …
tested. When a wind farm layout is simulated, statistics such as an individual turbine's wake …
BlockCopy-based operators for evolving efficient wind farm layouts
M Mayo, C Zheng - 2016 IEEE Congress on Evolutionary …, 2016 - ieeexplore.ieee.org
A novel search operator, BlockCopy, is proposed for efficiently solving the wind farm layout
optimisation problem. BlockCopy, which can be used either as mutation or a crossover …
optimisation problem. BlockCopy, which can be used either as mutation or a crossover …