Multiscale Simulation of Micro and Nano Gas Flows
Lead Research Organisation:
University of Strathclyde
Department Name: Mechanical and Aerospace Engineering
Abstract
Gas flows in micro/nano-flow devices are often multiscale, with both continuum and highly rarefied flow regions. In rarefied regions, the gas is not in local thermodynamic quasi-equilibrium, meaning the conventional Navier-Stokes fluid dynamic equations are an inadequate description. Kinetic methods, such as the direct simulation Monte Carlo method, are appropriate but computationally expensive, especially for low-speed flows. While combining accurate kinetic methods with computationally efficient continuum models in a hybrid approach would enable practical multiscale micro/nano flows simulation, this also has major problems, e.g. non-equilibrium information is not retained in the continuum model but is required by the kinetic methods.
Instead, we propose in this project to create a new multiscale lattice Boltzmann (LB) technique that switches between higher-order models (with a larger number of discrete velocities) in highly rarefied flow regions, and lower-order ones (with a smaller number of discrete velocities) in less rarefied regions. An intelligent switching method will be developed that dynamically assesses the level of non-equilibrium in the local flowfield (which may vary in time as the flowfield evolves), and switches between different-order LB models in response, taking into account the accuracy required and the computational expense. As this multiscale LB scheme uses models developed in the same theoretical framework, the solution coupling problems faced by kinetic-continuum hybrid approaches will be avoided. Our technique will enable the exploitation of non-equilibrium micro/nano-flow physics for new technologies: in this project, we will use it to optimise the design of a Knudsen compressor - a vacuum pump without any moving parts.
Instead, we propose in this project to create a new multiscale lattice Boltzmann (LB) technique that switches between higher-order models (with a larger number of discrete velocities) in highly rarefied flow regions, and lower-order ones (with a smaller number of discrete velocities) in less rarefied regions. An intelligent switching method will be developed that dynamically assesses the level of non-equilibrium in the local flowfield (which may vary in time as the flowfield evolves), and switches between different-order LB models in response, taking into account the accuracy required and the computational expense. As this multiscale LB scheme uses models developed in the same theoretical framework, the solution coupling problems faced by kinetic-continuum hybrid approaches will be avoided. Our technique will enable the exploitation of non-equilibrium micro/nano-flow physics for new technologies: in this project, we will use it to optimise the design of a Knudsen compressor - a vacuum pump without any moving parts.
Planned Impact
This research escalates new understanding of fundamental flow physics to the release of validated software to the international engineering simulation and design community. The multidisciplinary applications of non-equilibrium flows mean this research will be relevant to the pharmaceutical, manufacturing, mechanical, chemical, environmental and electronics industries. Designers, developers and manufacturers will benefit from an enhanced modelling capability for system design purposes, e.g. designing next-generation space vehicles, gas chromatographs, and micro-sensors. Government and non-government agencies may also benefit from this work: for example, the Beagle 2 spacecraft crash may have been avoided if a non-equilibrium aerodynamic instability in its flight through the Martian atmosphere had been taken into account. In the longer term, our work can be incorporated into simulation tools in cognate industries concerned with non-equilibrium transport physics, including modern materials processing, chemical and environmental engineering (e.g. fluidised chemical reactors, pollutant monitoring), and nano-devices (e.g. quantum point contact nano-devices).
This project will contribute to the training and education of a UK workforce with the necessary multidisciplinary knowledge and skills to develop future non-equilibrium flow technologies. The research findings will be incorporated into our postgraduate and undergraduate courses at the University of Strathclyde. To engage beneficiaries and enhance knowledge exchange in the wider community, a seminar series will be organised throughout the project. We will also organise a 2-day international workshop on non-equilibrium transport physics in the final year of the project. We will engage with industrial researchers via our existing industrial collaborative projects on non-equilibrium flow technologies (see letter of support), and exploit opportunities for Knowledge Transfer Partnerships with them to take the work forward after the end of the project.
The results of our work will be published in international peer-reviewed journals that are accessed by most researchers in the field, and will be presented at the most important international conferences related to non-equilibrium flow physics. An interactive project website will be constructed to report our latest results and methodologies. Engagement with the public will also be facilitated through SciTopics, a free expert-generated knowledge-sharing service produced by Elsevier. As the field of application of this project is at the frontiers of engineering (i.e. nanotechnologies), and is the subject of much current debate and discussion, we will arrange other out-reach activities to engage the general public and school children via e.g. the University's School programmes.
This project will contribute to the training and education of a UK workforce with the necessary multidisciplinary knowledge and skills to develop future non-equilibrium flow technologies. The research findings will be incorporated into our postgraduate and undergraduate courses at the University of Strathclyde. To engage beneficiaries and enhance knowledge exchange in the wider community, a seminar series will be organised throughout the project. We will also organise a 2-day international workshop on non-equilibrium transport physics in the final year of the project. We will engage with industrial researchers via our existing industrial collaborative projects on non-equilibrium flow technologies (see letter of support), and exploit opportunities for Knowledge Transfer Partnerships with them to take the work forward after the end of the project.
The results of our work will be published in international peer-reviewed journals that are accessed by most researchers in the field, and will be presented at the most important international conferences related to non-equilibrium flow physics. An interactive project website will be constructed to report our latest results and methodologies. Engagement with the public will also be facilitated through SciTopics, a free expert-generated knowledge-sharing service produced by Elsevier. As the field of application of this project is at the frontiers of engineering (i.e. nanotechnologies), and is the subject of much current debate and discussion, we will arrange other out-reach activities to engage the general public and school children via e.g. the University's School programmes.
People |
ORCID iD |
Yonghao Zhang (Principal Investigator) | |
Jason Reese (Co-Investigator) |
Publications
An H
(2012)
Analytical solution of axi-symmetrical lattice Boltzmann model for cylindrical Couette flows
in Physica A: Statistical Mechanics and its Applications
Ho M
(2016)
Comparative study of the Boltzmann and McCormack equations for Couette and Fourier flows of binary gaseous mixtures
in International Journal of Heat and Mass Transfer
Liu H
(2015)
Modelling thermocapillary migration of a microfluidic droplet on a solid surface
in Journal of Computational Physics
Meng J
(2013)
Lattice ellipsoidal statistical BGK model for thermal non-equilibrium flows
in Journal of Fluid Mechanics
Meng J
(2013)
Assessment of the ellipsoidal-statistical Bhatnagar-Gross-Krook model for force-driven Poiseuille flows
in Journal of Computational Physics
Meng J
(2014)
Breakdown parameter for kinetic modeling of multiscale gas flows.
in Physical review. E, Statistical, nonlinear, and soft matter physics
Meng J
(2014)
Diffuse reflection boundary condition for high-order lattice Boltzmann models with streaming-collision mechanism
in Journal of Computational Physics
Wu L
(2015)
A fast spectral method for the Boltzmann equation for monatomic gas mixtures
in Journal of Computational Physics
Wu L
(2015)
Fast spectral solution of the generalized Enskog equation for dense gases
in Journal of Computational Physics
Wu L
(2014)
Solving the Boltzmann equation deterministically by the fast spectral method: application to gas microflows
in Journal of Fluid Mechanics
Description | Gas flows in micro/nano-flow devices are often mixed with high and low density regions i.e. continuum and highly rarefied flow regions. We have developed a multiscale generalized lattice Boltzmann method to simulate this type of multiscale flows which are difficult for the conventional methods. We have also developed an intelligent switching model to deploy appropriate higher-order models (with larger computational cost) in highly rarefied flow regions, and lower-order ones (with smaller computational cost) in less rarefied regions. As this multiscale LB scheme uses models developed in the same theoretical framework, the solution coupling problems faced by kinetic-continuum hybrid approaches can be avoided. We have also extended the framework of standard lattice Boltzmann method to capture thermal and rarefied flows based on various gas kinetic models such as ES-BGK model. |
Exploitation Route | publications, presentations, in-house code |
Sectors | Aerospace Defence and Marine Chemicals Energy Transport |
Description | It's been used by industrial researchers worldwide. |
First Year Of Impact | 2011 |
Sector | Aerospace, Defence and Marine,Chemicals,Energy,Transport |
Impact Types | Economic |
Description | Partnership grant |
Amount | $2,821,415 (USD) |
Organisation | King Fahd University of Petroleum and Minerals |
Sector | Academic/University |
Country | Saudi Arabia |
Start | 03/2018 |
End | 02/2021 |
Description | Pore-Scale Study of Gas Flows in Ultra-tight Porous Media |
Amount | £379,691 (GBP) |
Funding ID | EP/M021475/1 |
Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
Sector | Public |
Country | United Kingdom |
Start | 08/2015 |
End | 02/2019 |
Description | Joint research with EXA Co. USA |
Organisation | University of Warwick |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | University of Strathclyde researchers worked on this project with researcher from EXA Co. USA |
Collaborator Contribution | Intellectual input |
Impact | two joint journal papers |
Start Year | 2011 |
Description | Joint research with SFTC (Daresbury Laboratory) |
Organisation | Daresbury Laboratory |
Country | United Kingdom |
Sector | Private |
PI Contribution | University of Strathclyde researchers worked on this project with researchers from SFTC (Daresbury Laboratory) |
Collaborator Contribution | intellectual input |
Impact | joint publications |
Start Year | 2007 |
Description | Partnership project between King Fahd University of Petroleum & Minerals, Edinburgh University and Strathclyde University |
Organisation | King Fahd University of Petroleum and Minerals |
Country | Saudi Arabia |
Sector | Academic/University |
PI Contribution | WE provide expertise on gas kinetic solver to understand gas transportation in shale rock and develop upscaling method to link pore-scale to reservoir-scale. |
Collaborator Contribution | Edinburgh University provides their expertise in molecualr dynamics to understand how gas molecules are interacting with surface and help to establish boundary conditions for gas kinetic solver we are developing. King Fahd University of Petroleum and Minerals provides research funding and expertise on geo-science. |
Impact | Ho, MT; Li, J; Wu, L; Reese, J; Zhang, Y (2019) A comparative study of the DSBGK and DVM methods for low-speed rarefied gas flows, Computers and Fluids 181:143-159 |
Start Year | 2018 |
Description | Partnership project between King Fahd University of Petroleum & Minerals, Edinburgh University and Strathclyde University |
Organisation | University of Edinburgh |
Department | School of Engineering |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | WE provide expertise on gas kinetic solver to understand gas transportation in shale rock and develop upscaling method to link pore-scale to reservoir-scale. |
Collaborator Contribution | Edinburgh University provides their expertise in molecualr dynamics to understand how gas molecules are interacting with surface and help to establish boundary conditions for gas kinetic solver we are developing. King Fahd University of Petroleum and Minerals provides research funding and expertise on geo-science. |
Impact | Ho, MT; Li, J; Wu, L; Reese, J; Zhang, Y (2019) A comparative study of the DSBGK and DVM methods for low-speed rarefied gas flows, Computers and Fluids 181:143-159 |
Start Year | 2018 |