Development and application of lattice Boltzmann models for predictive large eddy simulation of turbomachinery aerodynamics

Lead Research Organisation: University of Southampton
Department Name: Faculty of Engineering & the Environment

Abstract

In recent years, the lattice Boltzmann method (LBM) has emerged as an interesting alternative CFD approach for wind engineering and aerodynamics. For rotating machinery, our current implementation is already significantly faster than conventional solvers that approximate the incompressible or weakly compressible Navier-Stokes equations directly. However, challenges remain in the predictive simulation of highly turbulent flows and the modeling of boundary layers.

This project will concentrate on the development and validation of predictive large eddy simulation models that are compatible with single- and multi-relaxation time lattice Boltzmann methods. This includes implementation of compatible wall function models, which are of crucial importance for the Cartesian embedded boundary approach intrinsic to LBM. Beside standard benchmarks, large-scale investigations into the aerodynamics of operating horizontal axis wind turbines are planned. All developments will be carried in our mature C++ framework AMROC, which already provides a fully functional dynamically adaptive and fully parallel LBM implementation with on-the-fly fluid-structure coupling to turbomachinery models.

Studentship Projects

Project Reference Relationship Related To Start End Student Name
EP/N509747/1 01/10/2016 30/09/2021
1831845 Studentship EP/N509747/1 09/01/2017 31/12/2019 Christos Gkoudesnes
 
Description The main purpose of this award was the investigation of the coupling of turbulence models (Large Eddy Simulation (LES)) with the in-house lattice Boltzmann solver AMROC, using a well-known lattice Boltzmann model, named D3Q19. Through the whole procedure, we were able to asses the accuracy and efficiency of the derived solver and examine its stability. A new algorithm for imposing both micro- and macrovariables in boundary cells has been devised and tested. In this way, one can now use turbulence models that needed a finite-difference stencil to operate.
Exploitation Route The results of this award can be used by other implementers of LES models in the lattice Boltzmann framework by applying the proposed verification procedure. Moreover, the comparative study that we have carried out may assist the future developers in choosing a suitable LES model for an LBM solver.
Sectors Aerospace, Defence and Marine

 
Title AMROC LBM 
Description AMROC (Adaptive Mesh Refinement in Object-oriented C++) is a framework of fluid solvers capable of simulating flows with or without chemical reactions. It is mainly based on Cartesian grids that enable the use of block-structured mesh refinement techniques. The current project is about improvements on the LBM (Lattice Boltzmann Method) solver and particularly the addition of new turbulence models and wall function option. 
Type Of Technology Software 
Year Produced 2018 
Impact The new solver is used by an undergraduate student during his last year project. 
 
Description PGR Presentation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Postgraduate students
Results and Impact A presentation of the current progress of the project was attended by 20 PhD students. The aim of this presentation was the improvement of the related skill. Increased interest was reported by the audience about the project.
Year(s) Of Engagement Activity 2018
 
Description Talk "Application of lattice Boltzmann methods for large-eddy simulation of wind turbine rotor wake aerodynamics" 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presentation in Minisymposium on "Progress in CFD for wind and tidal offshore turbines I" at 7th European Conference on Computational Fluid Dynamics (ECFD 7)
Authors: R. Deiterding (presenter), C. Gkoudesnes, A. Cox
Year(s) Of Engagement Activity 2018
URL http://www.eccm-ecfd2018.org/admin/files/fileabstract/a1978.pdf
 
Description Talk "LBM-based large eddy simulation of wind turbine rotor wake aerodynamics" 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presentation at international conference ParCFD 2018 in Indianapolis. Authors:
R. Deiterding (presenter), A. Cox, C. Gkoudesnes.
Year(s) Of Engagement Activity 2018
URL http://www.indiana.edu/~parcfd18/program
 
Description Turbulent conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact A three-page abstract was submitted to the TSFP11 conference that will be held in Southampton this summer, and it was accepted.
Year(s) Of Engagement Activity 2018
URL https://www.tsfp11.org/index.html