Articles | Volume 5, issue 2
https://doi.org/10.5194/wes-5-623-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Special issue:
https://doi.org/10.5194/wes-5-623-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Actuator line simulations of wind turbine wakes using the lattice Boltzmann method
Henrik Asmuth
CORRESPONDING AUTHOR
Department of Earth Sciences, Uppsala University, Wind Energy Section, 62167 Visby, Sweden
Hugo Olivares-Espinosa
Department of Earth Sciences, Uppsala University, Wind Energy Section, 62167 Visby, Sweden
Stefan Ivanell
Department of Earth Sciences, Uppsala University, Wind Energy Section, 62167 Visby, Sweden
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Cited
39 citations as recorded by crossref.
- Numerical Investigation of the Flow Field around a Rotor above an Obstacle Using a Panel-LBM Hybrid Method J. Tan et al.
- Sliding mesh simulations of a wind turbine rotor with actuator line lattice‐Boltzmann method A. Ribeiro & C. Muscari
- Numerical investigation of flow past a cylinder using cumulant lattice Boltzmann method E. Xing et al.
- Numerical simulation of the flow and output of a Savonius hydraulic turbine using the lattice Boltzmann method T. Uchiyama et al.
- Assessment of a heterogeneous computing CFD code in wind farm simulations B. López et al.
- GPU-based compressible lattice Boltzmann simulations on non-uniform grids using standard C++ parallelism: From best practices to aerodynamics, aeroacoustics and supersonic flow simulations C. Coreixas & J. Latt
- The lattice Boltzmann method for wind farm simulations: a review H. Korb et al.
- Highly Stable Lattice Boltzmann Method with a 2-D Actuator Line Model for Vertical Axis Wind Turbines L. Cacciali et al.
- Wind turbine wake inflow over a heterogeneous forest - comparison between measurement and LES simulation G. Navarro Diaz et al.
- Evaluation of an actuator-line model in a lattice Boltzmann solver for wake interaction between two in-line wind turbines Y. Hussein et al.
- Actuator line model using simplified force calculation methods G. Navarro Diaz et al.
- Wind Turbine Response in Waked Inflow: A Modelling Benchmark Against Full-Scale Measurements H. Asmuth et al.
- Dutch Offshore Wind Atlas Validation against Cabauw Meteomast Wind Measurements S. Knoop et al.
- LES on wind turbines by comparison of Vortex Particle Method and Finite Volume Method codes M. Roperch et al.
- How Fast is Fast Enough? Industry Perspectives on the Use of Large-eddy Simulation in Wind Energy H. Asmuth et al.
- A multidisciplinary model coupling Lattice-Boltzmann-based CFD and a Social Force Model for the simulation of pollutant dispersion in evacuation situations F. Marlow et al.
- Blade-resolved and actuator line simulations of rotor wakes A. Ribeiro et al.
- Lattice Boltzmann simulations for multiple tidal turbines using actuator line model S. Watanabe & C. Hu
- Scale-resolving turbulent channel flow simulations using a dynamic cumulant lattice Boltzmann method M. Gehrke & T. Rung
- The characteristics of helically deflected wind turbine wakes H. Korb et al.
- GPU-enabled high-order gas-kinetic scheme for actuator line model simulations of wind turbine wakes P. Huo et al.
- Exploring the application of reinforcement learning to wind farm control H. Korb et al.
- Wall-modeled lattice Boltzmann large-eddy simulation of neutral atmospheric boundary layers H. Asmuth et al.
- WakeNet 0.1 - A Simple Three-dimensional Wake Model Based on Convolutional Neural Networks H. Asmuth & H. Korb
- Evaluation of a lattice Boltzmann-based wind-turbine actuator line model against a Navier-Stokes approach H. Schottenhamml et al.
- A review of physical and numerical modeling techniques for horizontal-axis wind turbine wakes M. Amiri et al.
- On (non-)conservative body forces, vorticity generation and energy conversion in ideal flows G. van Kuik
- A multi-rigid body approach for actuator line model with controls in a lattice Boltzmann framework for wind turbine modeling L. Qiu et al.
- Actuator Line – Interpolated bounce back approach in lattice Boltzmann method for wind turbine wake simulation S. Watanabe et al.
- Computational fluid dynamics and digital twins for wind turbines: A review R. Cockcroft & B. Thornber
- Wind turbine response in waked inflow: A modelling benchmark against full-scale measurements H. Asmuth et al.
- CFD simulation of a multi-rotor system using diffuser augmented wind turbines by lattice Boltzmann method S. Watanabe et al.
- Lattice Boltzmann method-based large eddy simulation of the influence of atmospheric stability on wind farm wake Z. Wang et al.
- Validation of a Lattice Boltzmann Solver Against Wind Turbine Response and Wake Measurements H. Korb et al.
- Efficient wall-modelled large eddy simulation of rotors using homogenized lattice Boltzmann methods A. Kummerländer et al.
- Lattice Boltzmann simulation for wake interactions of aligned wind turbines using actuator line model with turbine control S. Watanabe & C. Hu
- Periodic hill flow simulations with a parameterized cumulant lattice Boltzmann method M. Gehrke & T. Rung
- Computational Fluid Dynamics (CFD) applications in Floating Offshore Wind Turbine (FOWT) dynamics: A review W. Zhang et al.
- Large eddy simulations for offshore wind farm using lattice Boltzmann method and actuator line model S. Watanabe & C. Hu
39 citations as recorded by crossref.
- Numerical Investigation of the Flow Field around a Rotor above an Obstacle Using a Panel-LBM Hybrid Method J. Tan et al.
- Sliding mesh simulations of a wind turbine rotor with actuator line lattice‐Boltzmann method A. Ribeiro & C. Muscari
- Numerical investigation of flow past a cylinder using cumulant lattice Boltzmann method E. Xing et al.
- Numerical simulation of the flow and output of a Savonius hydraulic turbine using the lattice Boltzmann method T. Uchiyama et al.
- Assessment of a heterogeneous computing CFD code in wind farm simulations B. López et al.
- GPU-based compressible lattice Boltzmann simulations on non-uniform grids using standard C++ parallelism: From best practices to aerodynamics, aeroacoustics and supersonic flow simulations C. Coreixas & J. Latt
- The lattice Boltzmann method for wind farm simulations: a review H. Korb et al.
- Highly Stable Lattice Boltzmann Method with a 2-D Actuator Line Model for Vertical Axis Wind Turbines L. Cacciali et al.
- Wind turbine wake inflow over a heterogeneous forest - comparison between measurement and LES simulation G. Navarro Diaz et al.
- Evaluation of an actuator-line model in a lattice Boltzmann solver for wake interaction between two in-line wind turbines Y. Hussein et al.
- Actuator line model using simplified force calculation methods G. Navarro Diaz et al.
- Wind Turbine Response in Waked Inflow: A Modelling Benchmark Against Full-Scale Measurements H. Asmuth et al.
- Dutch Offshore Wind Atlas Validation against Cabauw Meteomast Wind Measurements S. Knoop et al.
- LES on wind turbines by comparison of Vortex Particle Method and Finite Volume Method codes M. Roperch et al.
- How Fast is Fast Enough? Industry Perspectives on the Use of Large-eddy Simulation in Wind Energy H. Asmuth et al.
- A multidisciplinary model coupling Lattice-Boltzmann-based CFD and a Social Force Model for the simulation of pollutant dispersion in evacuation situations F. Marlow et al.
- Blade-resolved and actuator line simulations of rotor wakes A. Ribeiro et al.
- Lattice Boltzmann simulations for multiple tidal turbines using actuator line model S. Watanabe & C. Hu
- Scale-resolving turbulent channel flow simulations using a dynamic cumulant lattice Boltzmann method M. Gehrke & T. Rung
- The characteristics of helically deflected wind turbine wakes H. Korb et al.
- GPU-enabled high-order gas-kinetic scheme for actuator line model simulations of wind turbine wakes P. Huo et al.
- Exploring the application of reinforcement learning to wind farm control H. Korb et al.
- Wall-modeled lattice Boltzmann large-eddy simulation of neutral atmospheric boundary layers H. Asmuth et al.
- WakeNet 0.1 - A Simple Three-dimensional Wake Model Based on Convolutional Neural Networks H. Asmuth & H. Korb
- Evaluation of a lattice Boltzmann-based wind-turbine actuator line model against a Navier-Stokes approach H. Schottenhamml et al.
- A review of physical and numerical modeling techniques for horizontal-axis wind turbine wakes M. Amiri et al.
- On (non-)conservative body forces, vorticity generation and energy conversion in ideal flows G. van Kuik
- A multi-rigid body approach for actuator line model with controls in a lattice Boltzmann framework for wind turbine modeling L. Qiu et al.
- Actuator Line – Interpolated bounce back approach in lattice Boltzmann method for wind turbine wake simulation S. Watanabe et al.
- Computational fluid dynamics and digital twins for wind turbines: A review R. Cockcroft & B. Thornber
- Wind turbine response in waked inflow: A modelling benchmark against full-scale measurements H. Asmuth et al.
- CFD simulation of a multi-rotor system using diffuser augmented wind turbines by lattice Boltzmann method S. Watanabe et al.
- Lattice Boltzmann method-based large eddy simulation of the influence of atmospheric stability on wind farm wake Z. Wang et al.
- Validation of a Lattice Boltzmann Solver Against Wind Turbine Response and Wake Measurements H. Korb et al.
- Efficient wall-modelled large eddy simulation of rotors using homogenized lattice Boltzmann methods A. Kummerländer et al.
- Lattice Boltzmann simulation for wake interactions of aligned wind turbines using actuator line model with turbine control S. Watanabe & C. Hu
- Periodic hill flow simulations with a parameterized cumulant lattice Boltzmann method M. Gehrke & T. Rung
- Computational Fluid Dynamics (CFD) applications in Floating Offshore Wind Turbine (FOWT) dynamics: A review W. Zhang et al.
- Large eddy simulations for offshore wind farm using lattice Boltzmann method and actuator line model S. Watanabe & C. Hu
Saved (final revised paper)
Latest update: 18 May 2026
Short summary
The presented work investigates the potential of the lattice Boltzmann method (LBM) for numerical simulations of wind turbine wakes. The LBM is a rather novel, alternative approach for computational fluid dynamics (CFD) that allows for significantly faster simulations. The study shows that the method provides similar results when compared to classical CFD approaches while only requiring a fraction of the computational demand.
The presented work investigates the potential of the lattice Boltzmann method (LBM) for...
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