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  1. link.springer.com

    This work shows the development of a tool for wind farm layout optimization based on computational fluid dynamics (CFD) simulations of the atmospheric wind flow and inter-turbine interference. Due to the high computational power required to simulate a whole wind farm using the complete geometry of the wind turbines, simplified models were developed to represent the turbine behavior, and the ...
    Author:Luís Eduardo Boni Cruz, Luís Eduardo Boni Cruz, Bruno Souza CarmoPublished:2020
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  3. bv.fapesp.br

    Wind farm layout optimization based on CFD simulations. Journal of the Brazilian Society of Mechanical Sciences and Engineering 42 n.8 p. JUL 27 2020. ... (CFD) simulations of the atmospheric wind flow and inter-turbine interference. ... Numerical modeling and simulation applied to wind energy: part of the proposal HPCWE submitted to the H2020 ...
  4. sciencedirect.com

    Feb 1, 2024As promising means to alleviate the wake effects within wind farms at the initial designing phase, wind farm layout optimization (WFLO) has been the subject of extensive researches (Reddy, 2020, Dong et al., 2021, Thomas et al., 2022a).Table 1 presents a selective summary of the existing studies on WFLO in terms of the optimization algorithm and the wake model.
  5. sciencedirect.com

    Feb 1, 2024Wind farm layout optimization can be classified into two categories, i.e., grid-based methods and non-grid-based methods. The former uses some heuristic algorithms to search within the specified grid, and the optimization process assumes that the wind turbines can only be installed at the center of the grid, so the wind turbine positions are ...
  6. sciencedirect.com

    Feb 1, 2024Since the CFD simulation of the incoming wind profile needs to be determined based on the upstream topographic features of different wind directions, and the simulation results need to be revised based on the measured wind data, the measured data of the wind tower in the wind farm were collected, including tower 1176# and tower 6593#, as shown ...
  7. link.springer.com

    Wind farm layout optimization based on CFD simulations Luís Eduardo Boni Cruz1,2 · Bruno Souza Carmo1 Received: 11 January 2020 / Accepted: 12 July 2020 / Published online: 27 July 2020 ... Wind farm layout optimization based on CFD simulations Layout optimization,Wind turbine,Actuator disk,Computational fluid dynamics,Genetic algorithm ...
  8. abeeolica.org.br

    main goal of the wind farm layout optimization (WFLO) problem is to maximize the annual energy production (AEP), capacity factor (CF) or minimize the cost of energy ∗Department of Mechanical Engineering, Escola Politécnica, University of São Paulo, Brazil †Graduate Program in Mechanical Engineering, Federal University of Santa Catarina ...
  9. researchgate.net

    2. Methods for wind farm layout optimization In this section, an originally-developed wind farm layout optimization approach based on CFD simulations and the IGA-PSO algorithm is introduced in detail.
  10. Sep 4, 2023This surrogate-based optimization (SBO) framework uses latin hypercube sampling to generate a group of wind farm layout samples, based on which CFD simulations are carried out to obtain the corresponding AEPs.This wind farm layout dataset is used to train the Kriging model, which is then integrated with an optimizer based on genetic algorithm (GA).
  11. publica-rest.fraunhofer.de

    the background wind for the layout optimization of a wind farm with 64 wind turbines based on the AEP. The underlying wake model was deduced from CFD-RANS simulation results of an isolated actuator disk. We find that a hybrid optimization al-gorithm that combines genetic and gradient-based optimizers and subsequently increases the size of
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