Development of scalar dissipation rate based reaction rate models for the large eddy simulations of premixed flames
Lead Research Organisation:
University of Cambridge
Department Name: Engineering
Abstract
This project aims to develop an efficient Scalar Dissipation Rate (SDR) based reaction rate closure for the Large Eddy Simulation (LES) of turbulent premixed flames. Although SDR based closures are well established for Reynolds Averaged Navier Stokes (RANS) simulations of non-premixed flames, they are rare for RANS and LES of turbulent premixed flames, and no detailed evaluation of their performance in LES is available so far. In this project, the SDR based reaction rate closures will be developed and simultaneously assessed by a-priori analyses of explicitly filtered Direct Numerical Simulation (DNS) data, and a-posteriori evaluations of model performances in LES calculations, in a configuration for which experimental data is available. Based on the simultaneous a-priori and a-posteriori analyses, new models will be developed and their performance will subsequently be assessed. The best models will then be implemented in a LES code for turbulent premixed flame modelling. An efficient SDR-based reaction rate closure will provide a robust CFD based design tool for reliable, cleaner and cost-effective combustion devices operating in lean premixed mode (e.g. Spark Ignition engines, Lean Premixed Pre-vaporised (LPP) industrial gas turbine combustors).
Planned Impact
The major impacts of this project can be summarised as follows: (i) Development of a high-fidelity alternative scalar dissipation rate (SDR) based LES modelling of turbulent premixed flames: The project outcomes will be disseminated through participation in international conferences (e.g. International Combustion Symposium, European Combustion Meeting, Society of Automotive Engineers meeting, ASME Gas Turbine meetings) and publication in scientific journals (e.g. Combustion and Flame, Physics of Fluids etc.). The DNS database resulting from the project will be made available to other interested researchers upon request. The project-students will manage a website for data-exchange and documentation, and specific results will be made available for public download. A one-day workshop on SDR based premixed combustion modelling for LES at CUED at the end of the project to maximise the chances of technical dissemination and to attract attentions of relevant industrial sectors. (ii) IC-engine and gas turbine users and manufacturers: Improving the prediction abilities of models for turbulent premixed combustion will be of great benefit to the aforementioned industries for the development of new generation energy-efficient and environment friendly combustors. The supporting letters attached with the Case for Support indicate that Ford, ESR network, Rolls-Royce in the UK will be interested in the outcome of this work. The industrial colleagues will be invited to attend half-yearly progress meetings and the planned workshop at the end of this project so that they remain aware of the project development and their feedback is taken on board during the course of the project. In interactive website will be maintained throughout the project with information on data-exchange, documentation, and specific results will be made available for public download along with the latest findings in the open literature. It will therefore serve as an important source of information for combustion modellers both in academia and industry. (iii)PhD students who will be engaged in this project: The PhD students will receive significant training on a variety of topics (DNS, LES, reduced chemistry, combustion model development). In the project, both students will learn advanced computational techniques for simulation (LES, DNS) and improve their analytical and mathematical skills. It is hoped that the experience of presenting their research in the form of peer-reviewed papers and conference presentations will make them a well-rounded researcher during the course of this project. Moreover, the PhD students need to present their work periodically in project review meetings and maintain the project website, which will also be beneficial for them in terms of developing project management and presentation skills. They will also have opportunities to interact with the academic and industrial contacts of the PIs, which will help their academic development, and also help them to develop a range of transferable skills such as communication, teamwork and project management. This, in turn, will give an edge to the students in current competitive job markets. (iv) Research groups of UL and CUED: The collaboration between UL and CUED is one of the major strengths of this project which will lead to broadening of research capabilities of both the PIs. Moreover it is expected that this project will certainly give rise to open questions which form the basis of further investigations by the PIs, and the usefulness of the present project will be exploited to attract industrial and research grant funding for its future follow-ups. It is likely that the understanding gained from this project will subsequently be applied to engineering combustion applications, possibly through the Knowledge Transfer Partnership (KTP) scheme in collaboration with industry in future, which will also ensure effective assimilation of this project's outcome in the relevant industrial sectors.
Organisations
- University of Cambridge (Lead Research Organisation)
- Tokyo Institute of Technology (Collaboration)
- Siemens AG (Collaboration)
- Lund University (Collaboration)
- Sandia Laboratories (Collaboration)
- Mitsubishi Heavy Industries (Collaboration)
- Rolls-Royce (United Kingdom) (Project Partner)
- Siemens (United Kingdom) (Project Partner)
People |
ORCID iD |
Nedunchezhian Swaminathan (Principal Investigator) |
Publications
Chen Z
(2020)
Prediction of local extinctions in piloted jet flames with inhomogeneous inlets using unstrained flamelets
in Combustion and Flame
Chen Z
(2017)
Simulation of MILD combustion using Perfectly Stirred Reactor model
in Proceedings of the Combustion Institute
Chen Z
(2018)
A priori investigation of subgrid correlation of mixture fraction and progress variable in partially premixed flames
in Combustion Theory and Modelling
Chen Z
(2017)
Large Eddy Simulation of flame edge evolution in a spark-ignited methane-air jet
in Proceedings of the Combustion Institute
Doan N
(2017)
Multiscale analysis of turbulence-flame interaction in premixed flames
in Proceedings of the Combustion Institute
Description | A simple yet robust modelling framework for LES of premixed combustion is developed, tested and validated for gas turbine combustion application. The key finding is that the flame straining caused by turbulent eddies are captured inherently in LES framework and no further complication to simple unstrained flamelet modelling may not be required. |
Exploitation Route | The models developed and tested in this project for high fidelity simulations of combusting flows in engines are computationally economical and thus they can be used in the design and development programme of next generation engines. This can be realised by implementing these models in the inhouse CFD codes used by relevant industries. Indeed, the LES model and its framework developed in this project is transferred to Siemens Industrial Turbomachinary for their internal use. These models are also implemented in an in-house CFD code of Rolls Royce and are used by them for their analyses. |
Sectors | Aerospace, Defence and Marine,Energy,Transport |
Description | The student spent about 3 months at Siemens, Lincoln and Finspong Sweden, to implement the modelling framework and for knowledge transfer. This has been demonstrated successfully and there is a joint paper published at DOI: 10.2514/1.B36842 |
Sector | Aerospace, Defence and Marine,Energy,Transport |
Impact Types | Societal,Economic |
Description | AMEL |
Amount | £372,345 (GBP) |
Organisation | European Commission H2020 |
Sector | Public |
Country | Belgium |
Start | 11/2014 |
End | 03/2016 |
Description | CORNET - Core Noise Engine Technology |
Amount | € 997,772 (EUR) |
Funding ID | CORNET |
Organisation | European Commission |
Sector | Public |
Country | European Union (EU) |
Start | 03/2016 |
End | 03/2018 |
Description | Flame Blow-off simulation using SDR model |
Amount | £30,000 (GBP) |
Organisation | Rolls Royce Group Plc |
Sector | Private |
Country | United Kingdom |
Start | 10/2015 |
End | 09/2018 |
Description | LES of circumferential instability in cannular combustor |
Amount | £369,018 (GBP) |
Organisation | Mitsubishi Heavy Industries |
Sector | Private |
Country | Japan |
Start | 11/2016 |
End | 10/2019 |
Description | MHI-Emission |
Amount | £374,169 (GBP) |
Organisation | Mitsubishi Heavy Industries |
Sector | Private |
Country | Japan |
Start | 11/2019 |
End | 10/2021 |
Description | MHI-Fellowship |
Amount | £244,139 (GBP) |
Organisation | Mitsubishi Heavy Industries |
Sector | Private |
Country | Japan |
Start | 11/2019 |
End | 10/2022 |
Description | MHI-FlaRe |
Amount | £200,893 (GBP) |
Organisation | Mitsubishi Heavy Industries |
Sector | Private |
Country | Japan |
Start | 11/2019 |
End | 10/2022 |
Description | Siemens funding |
Amount | £30,000 (GBP) |
Funding ID | RG68971 |
Organisation | Siemens AG |
Department | Siemens Industrial Turbomachinery Ltd |
Sector | Private |
Country | United Kingdom |
Start | 01/2012 |
End | 12/2015 |
Title | computer code for the models |
Description | Computer codes developed in this project can be used with commercial CFD codes to capture turbulent combustion physics robustly and accurately. Thus, this code can be used as a predictive tool as it involves 'no' tunable parameters. Using this, one can study fuel burn rate, pollutant formation, etc. and how they variation in space and time in gas turbine and automobile engines. |
Type Of Material | Technology assay or reagent |
Year Produced | 2017 |
Provided To Others? | Yes |
Impact | Quicker solutions, which are dependable and trustworthy, considerable saving of computational efforts required for gas turbine combustion simulations. The computational time can be reduced from many months to few weeks. |
Title | LES data |
Description | A collection of numerical data sets generated in this project for various turbulent flame configurations using a single modelling framework and a set of model parameters |
Type Of Material | Database/Collection of data |
Provided To Others? | No |
Impact | A practical and robust model resulted from this project which can be used in gas turbine and automotive engine simulations to research and develop "greener" engines for future transport sector. |
Title | LES model |
Description | A robust, accurate and simple modelling framework for large eddy simulation of fuel-lean premixed combustion |
Type Of Material | Computer model/algorithm |
Provided To Others? | No |
Impact | Accurate predictions of gas turbine combustion and flames in various configurations. Already implemented in computer codes used by RollsRoyce, Siemens. |
Description | Lund |
Organisation | Lund University |
Country | Sweden |
Sector | Academic/University |
PI Contribution | mutual research exchange visits |
Collaborator Contribution | mutual research exchange visits |
Impact | Two papers published in high quality journal |
Start Year | 2017 |
Description | MHI - Collaborations |
Organisation | Mitsubishi Heavy Industries |
Country | Japan |
Sector | Private |
PI Contribution | Development of computer models for gas turbine combustion simulations |
Collaborator Contribution | direct funding, sending their employee to work with us in our lab, mutual exchange of knowledge |
Impact | This collaboration started only few months ago and this is not a multi-disciplinary yet. |
Start Year | 2019 |
Description | Research Collaboration with TokyoTech |
Organisation | Tokyo Institute of Technology |
Department | Furui-Lab |
Country | Japan |
Sector | Academic/University |
PI Contribution | Because of the initial collaboration with Tokyo Tech through this project, the PI has been invited to collaborate with TokyoTech on a number of research and educational projects. The PI has been invited to be a co-investigator on two research projects (2010-13, 2011-15) on turbulent combustion with a combined total value of about £2.7M, awarded to Tokyo Tech by JSPS and MEXT. The PI has been invited to be an international co-operative partner in their 6 year educational programme with a value of about £25M awarded to Tokyo Tech by MEXT. The initial interaction through this project has evolved into a strong and successful collaboration. |
Collaborator Contribution | The partner allowed us to use their numerical simulation data to get insights required for model development in this project |
Impact | the papers resulted from this collaboration are listed in the publication list. |
Start Year | 2006 |
Description | Sandia-RB |
Organisation | Sandia Laboratories |
Country | United States |
Sector | Private |
PI Contribution | computations of their experimental burners and comparisons of computational and experimental results |
Collaborator Contribution | providing the experimental data from laser diagnostics |
Impact | a paper is published in Combustion and Flame journal |
Start Year | 2018 |
Description | Siemens collaborations |
Organisation | Siemens AG |
Department | Siemens Industrial Turbomachinery Ltd |
Country | United Kingdom |
Sector | Private |
PI Contribution | Turbulent Combustion model development for their in-house use |
Collaborator Contribution | Direct financial contribution, exchange of complementary knowledge, exposure to practical issues and operations of gas turbines |
Impact | a joint paper on large eddy simulation of gas turbine combustor, published in Journal of Propulsion and Power in 2018 - listed in publication section. The models developed and implemented in their in-house code has significantly reduced the simulations times so the performance benefits of geometry change can be evaluated quickly leading to economic benefits to Siemens. Better combustor design leads to reduced emissions resulting in societal/environmental benefits. |
Start Year | 2012 |
Description | KAUST invited talk |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Postgraduate students |
Results and Impact | Invited talk. Research collaborations are emerging. |
Year(s) Of Engagement Activity | 2014 |
Description | NORDITA Workshop (Stockholm) |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | A month long workshop co-organised by the PI - to disseminate the models developed in this EPSRC project. There were formal talks given by the PI, led to research collaborations. |
Year(s) Of Engagement Activity | 2016 |
Description | Talk at Georgia Tech, USA |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Postgraduate students |
Results and Impact | 25 to 30 people attended this talk and have lively dialogues (Q&A) and exchanges of knowledge. Few of them noted that they are going to try the approach described in the presentation, which resulted from this project. |
Year(s) Of Engagement Activity | 2018 |
Description | Talk at Solar Turbines, San Diego, CA, USA |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Professional Practitioners |
Results and Impact | Excellent interaction and discussion with the audience - expressed interests to try the methodology and tool in their gas turbine combustor design. |
Year(s) Of Engagement Activity | 2018 |