Parametric sensitivities of the generalized binomial Langevin–multiple mapping conditioning model
Article
du Preez, Matthew, Wandel, Andrew P., Bontch-Osmolovskaia, D. and Lindstedt, R. Peter. 2021. "Parametric sensitivities of the generalized binomial Langevin–multiple mapping conditioning model." Physics of Fluids. 33 (4). https://doi.org/10.1063/5.0041351
| Article Title | Parametric sensitivities of the generalized binomial Langevin–multiple mapping conditioning model |
|---|---|
| ERA Journal ID | 1298 |
| Article Category | Article |
| Authors | du Preez, Matthew (Author), Wandel, Andrew P. (Author), Bontch-Osmolovskaia, D. (Author) and Lindstedt, R. Peter (Author) |
| Journal Title | Physics of Fluids |
| Journal Citation | 33 (4) |
| Article Number | 045109 |
| Number of Pages | 18 |
| Year | 2021 |
| Publisher | AIP Publishing |
| Place of Publication | United States |
| ISSN | 1070-6631 |
| 1089-7666 | |
| Digital Object Identifier (DOI) | https://doi.org/10.1063/5.0041351 |
| Web Address (URL) | https://aip.scitation.org/doi/10.1063/5.0041351 |
| Abstract | The binomial Langevin model (BLM) predicts mixture fraction statistics including higher moments excellently, but imposing boundedness for the large scalar spaces typically associated with chemically reacting flows becomes intractable. This central difficulty can be removed by using the mixture fraction as the reference variable in a generalized multiple mapping conditioning (MMC) approach. The resulting probabilistic BLM–MMC formulation has several free parameters that impact the turbulence–chemistry interactions in complex flows: the dissipation timescale ratio, the locality in selecting pairs of particles for mixing, and the fraction of particles mixed per time step. The impact of parametric variations on the behavior of the BLM–MMC model is investigated for a complex flow featuring auto-ignition to determine model sensitivities and identify optimal values. It is shown that only the mixture fraction rms is sensitive to the dissipation timescale ratio with the expected behavior of an increased ratio leading to a reduction in rms. Controlling locality by increasing the maximum possible distance between paired particles in reference space has a similar impact. Increasing the fraction of particles mixed only affects reacting scalars by advancing ignition. The modified Curl's model is used for the mixing process and the specified amount of mixing principally controls the local extinction and reignition behavior. It is further shown that the standard value of the dissipation timescale ratio is satisfactory; the amount of mixing should be half that specified by Curl's model; and the distance between particle pairs in reference space should be proportional to the diffusion length scale. |
| Keywords | Multiple Mapping Conditioning, binomial Lagevin model, Curl's mixing |
| Contains Sensitive Content | Does not contain sensitive content |
| ANZSRC Field of Research 2020 | 400402. Chemical and thermal processes in energy and combustion |
| Public Notes | This article may be downloaded for personal use only. Any other use requires prior permission of the author and AIP Publishing. This article appeared in Physics of Fluids 33, 045109 (2021) and may be found at https://doi.org/10.1063/5.0041351. |
| Byline Affiliations | School of Mechanical and Electrical Engineering |
| Imperial College of Science, Technology and Medicine, United Kingdom | |
| Institution of Origin | University of Southern Queensland |
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Noor, M. M., Wandel, Andrew P. and Yusaf, Talal. 2013. "The air fuel ratio study for the mixture of biogas and hydrogen on mild combustion." 3rd Malaysian Postgraduate Conference (MPC 2013). Sydney, Australia 04 - 05 Jul 2013 Sydney, Australia.Discretization of three dimensional non-uniform grid: conditional moment closure elliptic equation using finite difference method
Noor, M. M., Wandel, Andrew P. and Yusaf, Talal. 2013. "Discretization of three dimensional non-uniform grid: conditional moment closure elliptic equation using finite difference method." 3rd Malaysian Postgraduate Conference (MPC 2013). Sydney, Australia 04 - 05 Jul 2013 Sydney, Australia.A homogeneous charge compression ignition engine: an introduction
Hairuddin, A. Aziz, Wandel, Andrew P. and Yusaf, Talal. 2013. "A homogeneous charge compression ignition engine: an introduction." 3rd Malaysian Postgraduate Conference (MPC 2013). Sydney, Australia 04 - 05 Jul 2013 Sydney, Australia.Conditional dissipation of scalars in homogeneous turbulence: closure for MMC modelling
Wandel, Andrew P.. 2013. "Conditional dissipation of scalars in homogeneous turbulence: closure for MMC modelling." Combustion Theory and Modelling. 17 (4), pp. 707-748. https://doi.org/10.1080/13647830.2013.794391Extinction predictors in turbulent sprays
Wandel, Andrew P.. 2013. "Extinction predictors in turbulent sprays." Proceedings of the Combustion Institute. 34 (1), pp. 1625-1632. https://doi.org/10.1016/j.proci.2012.07.037Hybrid multiple mapping conditioning modeling of local extinction
Wandel, Andrew P. and Lindstedt, R. Peter. 2013. "Hybrid multiple mapping conditioning modeling of local extinction." Proceedings of the Combustion Institute. 34 (1), pp. 1365-1372. https://doi.org/10.1016/j.proci.2012.07.073Student perceptions of teammates' performance: influence of team formation method
Wandel, Andrew P. and Willey, Keith. 2012. "Student perceptions of teammates' performance: influence of team formation method." Mann, Llewellyn and Daniel, Scott (ed.) 23rd Annual Conference of the Australasian Association for Engineering Education (AAEE 2012). Melbourne, Australia 03 - 05 Dec 2012 Melbourne, Australia.A review of mild combustion and open furnace design consideration
Noor, M. M., Wandel, Andrew P. and Yusaf, Talal. 2012. "A review of mild combustion and open furnace design consideration." International Journal of Automotive and Mechanical Engineering. 6 (1), pp. 730-754.HCCI engine: numerical and experimental approach
Hairuddin, A. Aziz, Yusaf, Talal F. and Wandel, Andrew P.. 2012. "HCCI engine: numerical and experimental approach." Noor, M. M., Baker, Paul and Yusaf, Talal F. (ed.) USQ Combustion Meeting 2012 (26th September). Toowoomba, Australia 26 Sep 2012 Toowoomba, Australia.Investigation of Biogas Moderate or Intense Low Oxygen Dilution (MILD) combustion on open furnace bluff-body burner
Noor, M. M., Wandel, Andrew P. and Yusaf, T. F.. 2012. "Investigation of Biogas Moderate or Intense Low Oxygen Dilution (MILD) combustion on open furnace bluff-body burner." Noor, M. M., Baker, Paul and Yusaf, Talal F. (ed.) USQ Combustion Meeting 2012 (29th August). Toowoomba, Australia 29 Aug 2012 Toowoomba, Australia.Modelling of non-premixed turbulent combustion of hydrogen using conditional moment closure method
Noor, M. M., Hairuddin, A. Aziz, Wandel, Andrew P. and Yusaf, T. F.. 2012. "Modelling of non-premixed turbulent combustion of hydrogen using conditional moment closure method." IOP Conference Series: Materials Science and Engineering. 36 (1), pp. 1-17. https://doi.org/10.1088/1757-899X/36/1/012036The modelling of the effect of air fuel ratio on unburned hydrocarbons for MILD combustion
Noor, M. M., Wandel, Andrew P. and Yusaf, T. F.. 2012. "The modelling of the effect of air fuel ratio on unburned hydrocarbons for MILD combustion." Noor, M. M., Rahman, M. M. and Ismail, J. (ed.) 2nd Malaysian Postgraduate Conference (MPC 2012). Gold Coast, Australia 07 - 09 Jul 2012 Sydney, Australia.A preliminary study of control parameters for open furnace mild combustion using CFD
Noor, M. M., Wandel, Andrew P. and Yusaf, T. F.. 2012. "A preliminary study of control parameters for open furnace mild combustion using CFD." Noor, M. M., Rahman, M. M. and Ismail, J. (ed.) 2nd Malaysian Postgraduate Conference (MPC 2012). Gold Coast, Australia 07 - 09 Jul 2012 Sydney, Australia.Mild combustion: a technical review towards open furnace combustion
Noor, M. M., Wandel, Andrew P. and Yusaf, T. F.. 2012. "Mild combustion: a technical review towards open furnace combustion." Noor, M. M., Rahman, M. M. and Ismail, J. (ed.) 2nd Malaysian Postgraduate Conference (MPC 2012). Gold Coast, Australia 07 - 09 Jul 2012 Sydney, Australia.Numerical investigation of influence of air and fuel dilution for open furnace MILD combustion burner
Noor, M. M., Wandel, Andrew P. and Yusaf, T. F.. 2012. "Numerical investigation of influence of air and fuel dilution for open furnace MILD combustion burner." 2012 Southern Regional Engineering Conference (SREC 2012). Toowoomba, Australia 01 Sep 2012 Canberra, Australia.Predicting the combustion behaviour of a diesel HCCI engine using a zero-dimensional single-zone model
Hairuddin, A. Aziz, Yusaf, Talal F. and Wandel, Andrew P.. 2011. "Predicting the combustion behaviour of a diesel HCCI engine using a zero-dimensional single-zone model." Kennedy, Eric, Dlugogorski, Bogdan, Moghtaderi, Behdad and Masri, Assaad (ed.) 11th Australian Combustion Symposium (ACS 2011). Newcastle, Australia 29 Nov - 01 Dec 2011 Sydney, Australia.Team formation by region to improve outcomes for distance-education students in a PBL course
Wandel, Andrew P.. 2011. "Team formation by region to improve outcomes for distance-education students in a PBL course." 41st ASEE/IEEE Frontiers in Education Conference (FIE 2011): Celebrating 41 Years of Monumental Innovations from around the World. Rapid City, United States 12 - 15 Oct 2011 Piscataway, NJ. United States. https://doi.org/10.1109/FIE.2011.6142727