Progress and challenges in large eddy simulation of gas turbine flows
Journal article
Yang, Z. 2018. Progress and challenges in large eddy simulation of gas turbine flows. Chinese Journal of Turbomachinery.
| Authors | Yang, Z. |
|---|---|
| Abstract | Gas turbine flows are complex and very difficult to be predicted accurately not only due to that they are inherently unsteady but also because the presence of many complex flow phenomena such as transition, separation, substantial secondary flow, combustion and so on. Those complex flow phenomena cannot be captured accurately by the traditional Reynolds-Averaged Navier-Stokes (RANS) and Unsteady RANS (URANS) methods although they have been the main numerical tools for computing gas turbine flows in the past decades due to their computational efficiency and reasonable accuracy. Therefore, the desire for greater accuracy has led to the development and application of high fidelity numerical simulation tools for gas turbine flows. Two such tools available are Direct Numerical Simulation (DNS) which captures directly all details of turbulent flow in space and time, and Large Eddy Simulation (LES) which computes large scale motions of turbulent flow directly in space and time while the small scale motions are modelled. DNS is computationally very expensive and even with the available most powerful supercomputers today or in the foreseeable future it is still prohibitive to apply DNS for gas turbine flows. LES is the most promising simulation tool which has already reasonably widely used for gas turbine flows. This paper will very briefly review first the applications of LES in turbomachinery flows and then focus on two gas turbine combustor related flow cases, summarizing the current status of LES applications in gas turbines and pointing out the challenges that we are facing. |
Gas turbine flows are complex and very difficult to be predicted accurately not only due to that they are inherently unsteady but also because the presence of many complex flow phenomena such as transition, separation, substantial secondary flow, combustion and so on. Those complex flow phenomena cannot be captured accurately by the traditional Reynolds-Averaged Navier-Stokes (RANS) and Unsteady RANS (URANS) methods although they have been | |
| Keywords | Gas turbine flows; Large eddy simulation (LES) |
| Year | 2018 |
| Journal | Chinese Journal of Turbomachinery |
| Publisher | Shenyang Blower Research Institute ( 沈阳鼓风机研究所) |
| ISSN | 10068155 |
| Web address (URL) | http://hdl.handle.net/10545/622960 |
| hdl:10545/622960 | |
| Publication dates | 2018 |
| Publication process dates | |
| Deposited | 07 Sep 2018, 15:47 |
| Contributors | University of Derby |
| File | File Access Level Open |
| File | File Access Level Open |
Permalink -
https://repository.derby.ac.uk/item/93706/progress-and-challenges-in-large-eddy-simulation-of-gas-turbine-flows
Download files
43
total views26
total downloads1
views this month2
downloads this month
Export as
Related outputs
Phase diagram for nanodroplet impact on solid spheres：From hydrophilic to superhydrophobic surfaces
Liao, M, Liu, Q, Yang, Z., Shateri, A., Hong, W and Xie, F 2024. Phase diagram for nanodroplet impact on solid spheres：From hydrophilic to superhydrophobic surfaces. Physics of Fluids. 36 (9), pp. 1-45. https://doi.org/10.1063/5.0228131Numerical Simulation of the Interaction between a Planar Shock Wave and a Cylindrical Bubble
Onwuegbu, S., Yang, Z. and Xie, J. 2024. Numerical Simulation of the Interaction between a Planar Shock Wave and a Cylindrical Bubble. Modelling. 5 (2), pp. 483-501. https://doi.org/10.3390/modelling5020026Utilizing Artificial intelligence to identify an Optimal Machine learning model for predicting fuel consumption in Diesel engines
Amirali Shateri, Zhiyin Yang and Jianfei Xie 2024. Utilizing Artificial intelligence to identify an Optimal Machine learning model for predicting fuel consumption in Diesel engines. Energy and AI. 16, pp. 1-17. https://doi.org/10.1016/j.egyai.2024.100360AI-Guided Computing Insights into a Thermostat Monitoring Neonatal Intensive Care Unit (NICU)
Zhang, N., Wood, O., Yang, Z. and Xie, J. 2023. AI-Guided Computing Insights into a Thermostat Monitoring Neonatal Intensive Care Unit (NICU). Sensors. 23 (9), pp. 1-16. https://doi.org/10.3390/s23094492On wind turbine loading induced by non-uniform approaching flow at high Reynolds numbers
Ahmadi, M. and Yang, Z. 2022. On wind turbine loading induced by non-uniform approaching flow at high Reynolds numbers. Physics of Fluids. 34 (12), p. 125110. https://doi.org/10.1063/5.0112671Wake Structure in Yawed Approaching Flows for an Axial-Flow Wind Turbine
Ahmadi, M. and Yang, Z. 2022. Wake Structure in Yawed Approaching Flows for an Axial-Flow Wind Turbine. Journal of Engineering for Gas Turbines and Power. https://doi.org/10.1115/1.4055420Comparison of the Effectiveness of Drag Reduction Devices on a Simplified Truck Model through Numerical Simulation
Charles, T. and Yang, Z. 2022. Comparison of the Effectiveness of Drag Reduction Devices on a Simplified Truck Model through Numerical Simulation. Modelling. 3 (3), pp. 300-313. https://doi.org/10.3390/modelling3030019On loading fluctuations induced by energetic large-scale motions for horizontal axis wind turbines
Ahmadi, M. and Yang, Z. 2022. On loading fluctuations induced by energetic large-scale motions for horizontal axis wind turbines. Physics of Fluids. 34 (7), pp. 1-14. https://doi.org/10.1063/5.0096164Numerical analysis of shock interaction with a spherical bubble
Onwuegbu, S. and Yang, Zhiyin 2022. Numerical analysis of shock interaction with a spherical bubble. AIP Advances. 12 (2), pp. 1-16. https://doi.org/10.1063/5.0084349
Influence of Yawed Wind Flow on the Blade Forces/Bending Moments and Blade Elastic Torsion for an Axial-Flow Wind Turbine
Ahmadi, Mohammad H. B. and Yang, Zhiyin 2021. Influence of Yawed Wind Flow on the Blade Forces/Bending Moments and Blade Elastic Torsion for an Axial-Flow Wind Turbine. American Society of Mechanical Engineers. https://doi.org/10.1115/gt2021-60237Influences of yawed conditions on the wake evolution and recovery of axial flow tidal turbines
Yang, Z. 2021. Influences of yawed conditions on the wake evolution and recovery of axial flow tidal turbines. 14th European Wave and Tidal Energy Conference. Plymouth, UK 05 - 09 Sep 2021 Technical Committee of the European Wave and Tidal Energy Conference .On wind turbine power fluctuations induced by large-scale motions
Ahmadi, Mohammad and Yang, Zhiyin 2021. On wind turbine power fluctuations induced by large-scale motions. Applied Energy. 144 (11), pp. 1-8. https://doi.org/10.1016/j.apenergy.2021.116945Computational Study of Flow around 2D and 3D Tandem Bluff Bodies
Yang, Z. 2020. Computational Study of Flow around 2D and 3D Tandem Bluff Bodies. Journal of Applied and Computational Mechanics. https://doi.org/10.22055/jacm.2020.35159.2583Large Eddy Simulation of the Flow Past a Circular Cylinder at Super-Critical Reynolds Numbers
Yang, Z. 2020. Large Eddy Simulation of the Flow Past a Circular Cylinder at Super-Critical Reynolds Numbers. ASME.Assessment of Drag Reduction Devices Mounted on a Simplified Tractor-Trailer Truck Model
Yang, Z. 2020. Assessment of Drag Reduction Devices Mounted on a Simplified Tractor-Trailer Truck Model. Journal of Applied and Computational Mechanics. https://doi.org/10.22055/jacm.2020.34811.2475Computational Analysis of Turbulent Flow over a Bluff Body with Drag Reduction Devices
Yang, Z. 2020. Computational Analysis of Turbulent Flow over a Bluff Body with Drag Reduction Devices. Journal of Applied and Computational Mechanics. https://doi.org/10.22055/jacm.2020.32667.2055Numerical study of the coupling between the instantaneous blade loading/power of an axial wind turbine and upstream turbulence at high Reynolds numbers
Ahmadi, Mohammad H.B. and Yang, Zhiyin 2020. Numerical study of the coupling between the instantaneous blade loading/power of an axial wind turbine and upstream turbulence at high Reynolds numbers. Energy. https://doi.org/10.1016/j.energy.2020.118167Numerical analysis of flow in the gap of a simplified tractor-trailer model with cross vortex trap device
charles, terrance, Yang, Zhiyin and Lu, Yiling 2019. Numerical analysis of flow in the gap of a simplified tractor-trailer model with cross vortex trap device. International Journal of Mechanical and Mechatronics Engineering. https://doi.org/10.5281/zenodo.3593100The evolution of turbulence characteristics in the wake of a horizontal axis tidal stream turbine
Ahmadi, Mohammad H.B. and Yang, Zhiyin 2019. The evolution of turbulence characteristics in the wake of a horizontal axis tidal stream turbine. Renewable Energy. https://doi.org/10.1016/j.renene.2019.11.092Separated boundary layer transition under pressure gradient in the presence of free-stream turbulence
Li, Huajun and Yang, Zhiyin 2019. Separated boundary layer transition under pressure gradient in the presence of free-stream turbulence. Physics of Fluids. 31 (10), p. 104106. https://doi.org/10.1063/1.5122889On bypass transition in separation bubbles: a review
Yang, Zhiyin 2019. On bypass transition in separation bubbles: a review. Propulsion and Power Research. 8 (1), pp. 23-34. https://doi.org/10.1016/j.jppr.2018.12.004On secondary instability of a transitional separation bubble.
Yang, Zhiyin and Abdalla, Ibrahim E. 2018. On secondary instability of a transitional separation bubble. Computers & Fluids. https://doi.org/10.1016/j.compfluid.2018.11.028Secondary instability of separated shear layers.
Yang, Zhiyin 2018. Secondary instability of separated shear layers. Chinese Journal of Aeronautics. https://doi.org/10.1016/j.cja.2018.10.007Conjugate heat transfer predictions for subcooled boiling flow in a horizontal channel using a volume-of-fluid framework.
Langari, Mostafa, Yang, Zhiyin, Dunne, Julian F., Jafari, Soheil, Pirault, Jean-Pierre, Long, Chris A. and Thalackottore Jose, Jisjoe 2018. Conjugate heat transfer predictions for subcooled boiling flow in a horizontal channel using a volume-of-fluid framework. Journal of Heat Transfer. https://doi.org/10.1115/1.4040358Numerical study of flow over a bluff body with drag reduction devices
Yang, Z. 2018. Numerical study of flow over a bluff body with drag reduction devices.High fidelity numerical simulations of gas turbine flows
Yang, Z. 2018. High fidelity numerical simulations of gas turbine flows. Chinese International Turbomachinery Conference.Control of spray evaporative cooling in automotive IC engines.
Jafari, Soheil, Dunne, Julian F., Langari, Mostafa, Yang, Zhiyin, Pirault, Jean-Pierre, Long, Chris A. and Thalackottore Jose, Jisjoe 2018. Control of spray evaporative cooling in automotive IC engines. Journal of Thermal Science and Engineering Applications. https://doi.org/10.1115/1.4039701Multiphase computational fluid dynamics–conjugate heat transfer for spray cooling in the non-boiling regime.
Langari, Mostafa, Yang, Zhiyin, Dunne, Julian F., Jafari, Soheil, Pirault, Jean-Pierre, Long, Chris A. and Jose, JT 2017. Multiphase computational fluid dynamics–conjugate heat transfer for spray cooling in the non-boiling regime. The Journal of Computational Multiphase Flows. https://doi.org/10.1177/1757482X17746921Bypass transition in separated-reattached flows under elevated free-stream turbulence
Yang, Z. 2017. Bypass transition in separated-reattached flows under elevated free-stream turbulence.Impacts of the gap size between two bluff bodies on the flow field within the gap
Yang, Z. 2017. Impacts of the gap size between two bluff bodies on the flow field within the gap. EDAS.A benchmark analysis of subcooled heat transfer in a novel half-cylinder-head for verifying in-vehicle engine evaporative cooling under dynamic conditions
Yang, Z. 2017. A benchmark analysis of subcooled heat transfer in a novel half-cylinder-head for verifying in-vehicle engine evaporative cooling under dynamic conditions.A review of evaporative cooling system concepts for engine thermal management in motor vehicles
Jafari, Soheil, Dunne, Julian F., Langari, Mostafa, Yang, Zhiyin, Pirault, Jean-Pierre, Long, Chris A. and Thalackottore Jose, Jisjoe 2016. A review of evaporative cooling system concepts for engine thermal management in motor vehicles. Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering. https://doi.org/10.1177/0954407016674606Multi-phase CFD-conjugate heat transfer for spray cooling in the non-boiling regime
M Langari, Yang, Z., JF Dunne, S Jafari, J-P Pirault, CA Long and JT Jose 2017. Multi-phase CFD-conjugate heat transfer for spray cooling in the non-boiling regime. The Journal of Computational Multiphase Flows. Vol 10 (Issue 1), pp. 33 - 42. https://doi.org/10.1177/1757482X17746921A comparative study of separated boundary layer transition on a flat plate with a blunt/semi-circular leading edge
Yang, Zhiyin 2011. A comparative study of separated boundary layer transition on a flat plate with a blunt/semi-circular leading edge. in: World Scientific and Engineering Academy and Society (WSEAS).Large-eddy simulation of transition process in separated-reattached flows
Yang, Zhiyin 2011. Large-eddy simulation of transition process in separated-reattached flows. in: WIT Press.On transition process in separated-reattached flows
Langari, Mostafa and Yang, Zhiyin 2010. On transition process in separated-reattached flows. Advances and Applications in Fluid Mechanics.Numerical study of transition process in a separated boundary layer on a flat plate with two different leading edges
Yang, Zhiyin 2012. Numerical study of transition process in a separated boundary layer on a flat plate with two different leading edges. WSEAS Transactions on Applied and Theoretical Mechanics.Assessment of URANS approach for predicting twin impinging jets in a cross-flow
Webb-Martin, S and Yang, Zhiyin 2012. Assessment of URANS approach for predicting twin impinging jets in a cross-flow. Proceedings of the 9 th International Conference on Heat Transfer, Fluid Mechanics and Thermodynamics.CFD study of effusion cooling
Yang, Zhiyin and Walton, Matthew 2012. CFD study of effusion cooling. Proceedings of 4 th International Symposium on Jet Propulsion and Power Engineering.A CFD study of twin Impinging jets in a cross-flow
Ostheimer, Daniel and Yang, Zhiyin 2012. A CFD study of twin Impinging jets in a cross-flow. The Open Numerical Methods Journal. https://doi.org/10.2174/1876389801204010024Numerical study of instabilities in separated–reattached flows
Yang, Zhiyin 2013. Numerical study of instabilities in separated–reattached flows. International Journal of Computational Methods and Experimental Measurements. https://doi.org/10.2495/CMEM-V1-N2-116-131A numerical study of active flow control for low pressure turbine blades
Rohr, Christian and Yang, Zhiyin 2012. A numerical study of active flow control for low pressure turbine blades. ISJPPE 2012 Proceeding of 4th International Symposium on Jet Propulsion and Power Engineering.Large-eddy simulation of transitional flows using a co-located grid
Langari, Mostafa, Yang, Zhiyin and Page, Gary J. 2013. Large-eddy simulation of transitional flows using a co-located grid. International Journal of Computational Fluid Dynamics. https://doi.org/10.1080/10618562.2013.799666Numerical study of the primary instability in a separated boundary layer transition under elevated free-stream turbulence
Langari, Mostafa and Yang, Zhiyin 2013. Numerical study of the primary instability in a separated boundary layer transition under elevated free-stream turbulence. Physics of Fluids. https://doi.org/10.1063/1.4816291Large-eddy simulation: a glance at the past, a gaze at the present, a glimpse at the future
Yang, Z. 2014. Large-eddy simulation: a glance at the past, a gaze at the present, a glimpse at the future.Transient performance investigation of different flow-field designs of automotive polymer electrolyte membrane fuel cell using computational fluid dynamics
Yang, Z. 2014. Transient performance investigation of different flow-field designs of automotive polymer electrolyte membrane fuel cell using computational fluid dynamics. International Centre for Heat and Mass Transfer (ICHMT)..Numerical simulation of spray combustion of conventional fuels and biofuels
Alajmi, A.E., Abdalla, I.E., Bengherbia, T. and Yang, Z. 2014. Numerical simulation of spray combustion of conventional fuels and biofuels. WIT Press. https://doi.org/10.2495/afm140281Assessment of unsteady-RANS approach against steady-RANS approach for predicting twin impinging jets in a cross-flow
Yang, Zhiyin 2014. Assessment of unsteady-RANS approach against steady-RANS approach for predicting twin impinging jets in a cross-flow. Cogent Engineering. https://doi.org/10.1080/23311916.2014.936995Numerical study of effusion cooling flow and heat transfer
Yang, Z. 2014. Numerical study of effusion cooling flow and heat transfer. International Journal of Computational Methods and Experimental Measurements. https://doi.org/10.2495/cmem-v2-n4-331-345Large-eddy simulation: Past, present and the future
Yang, Zhiyin 2015. Large-eddy simulation: Past, present and the future. Chinese Journal of Aeronautics. https://doi.org/10.1016/j.cja.2014.12.007