Numerical benchmarking of tip vortex breakdown in axial turbines by Eunice Allen-Bradley An Engineering Project Progress Report Submitted to the Graduate Faculty of Rensselaer Polytechnic Institute in Partial Fulfillment of the Requirements for the degree of MASTER OF ENGINEERING IN MECHANICAL ENGINEERING Approved: _________________________________________ David Tew, Project Advisor _________________________________________ Ernesto Guitierrez-Miravete, Project Advisor Rensselaer Polytechnic Institute Hartford, CT February 2009 (For Graduation May 2009) TABLE OF CONTENTS LIST OF TABLES ............................................................................................................ iii LIST OF FIGURES .......................................................................................................... iv ACKNOWLEDGMENT ................................................................................................... v ABSTRACT ..................................................................................................................... vi NOMENCLATURE …………………………………………………………………....vii 1. INTRODUCTION …………………………………………………………………… 1 2. METHODOLOGY …………………………………………………………………... 2 3. RESULTS & DISCUSSION ………………………………………………………… 7 4. FUTURE WORK & CONCLUSIONS …………………………………………….. 12 5. REFERENCES ………………………………………………………………………13 ii LIST OF TABLES Table 2.1 – TVB Airfoil Design Conditions iii LIST OF FIGURES Figure 2.1 -- Improper definition of vortex breakdown Figure 2.2 -- Definition of vortex breakdown Figure 2.3 -- Example of tip vortex where vortex breakdown is unclear Figure 2.4 -- Example of tip vortex where vortex breakdown is clear Figure 2.5 -- Example of tip vortex where no breakdown is clear Figure 2.6 -- Surface streamlines for vortex breakdown & stable vortex Figure 2.7 -- Surface streamlines where vortex breakdown is unclear Figure 3.1 -- Pressure loss trend to Mach number at various tip clearances Figure 3.2 -- Pressure loss trend to tip clearance at various exit Mach numbers Figure 3.3 -- Pressure loss trend to Mach number at various tip clearances Figure 3.4 -- Pressure loss trend to tip clearance at various exit Mach numbers Figure 3.5 -- Grid topology for CFD domain Figure 3.6 -- Pressure loss trend to tip clearance for various grid densities iv ACKNOWLEDGMENT The author with acknowledge the contributions and guidance given by following from Pratt & Whitney East Hartford: Andrew Aggarwala, Timothy Nash, Anil Prasad, Thomas Praisner, & Richard Gacek. v ABSTRACT The scope of the current study is to benchmark turbine blade performance in the event of blade passage vortex breakdown with the use of a standard Reynolds-Averaged Navier-Stokes (RANS) computational fluid dynamics (CFD) code. The ultimate goal of the present work is to determine a range of conditions where the CFD does and does not predict tip vortex breakdown for testing in a turbine cascade rig. It is well known that tip leakage loss has a large impact on the efficiency of turbomachines. There have been numerous studies that have explored minimizing the tip leakage loss with various flow control methods. There have also been many studies to measure tip leakage flow and the resulting tip vortex that is generated in the flowfield. The tip vortex encounters a strong adverse pressure gradient within the blade passage, and on occasion, causes the vortex to burst (or breakdown). Although there has been much study of vortex breakdown on external airfoils, there has been relatively limited investigation of tip vortex breakdown in turbomachines. It is unclear if the current design tools are adequate for predicting tip vortex breakdown in axial turbines. Preliminary results of the study have developed performance curves based on varying boundary conditions. For several simulations, tip vortex breakdown was predicted with the CFD tool with the original airfoil. However, when the grid was increased for these simulations, tip vortex breakdown was not predicted. Another option for consideration is to model a larger pitch of the study airfoil to achieve vortex breakdown. When vortex breakdown is achieved (and confirmed with the grid sensitivity study), further simulations varying other boundary conditions will be run for their influence on the vortex behavior. Further confirmation of vortex breakdown will be demonstrated with changes in turbulence models. With the use of flow visualization tools, the predicted flow field will be examined and commented on. vi NOMENCLATURE BX Axial Chord H Cascade Span Flow Angle M Mach number Subscripts 1 Inlet condition 2 Exit condition vii 1. Introduction It is well known that tip leakage loss has a large impact on the efficiency of turbomachines. There have been numerous studies that have explored minimizing the tip leakage loss with various flow control methods. There have also been many studies to measure tip leakage flow and the resulting tip vortex that is generated in the flowfield. The tip vortex encounters a strong adverse pressure gradient within the blade passage, and on occasion, causes the vortex to burst (or breakdown). Although there has been much study of vortex breakdown on external airfoils, there has been relatively limited investigation of tip vortex breakdown in turbomachines. It is unclear if the current design tools are adequate for predicting tip vortex breakdown in axial turbines. The above is just a place holder. The initial review of the literature gave guidance for the many things to consider for the best way to achieve vortex breakdown with the CFD simulations. After a thorough literature review, this section will include a record of results and opinions from previous authors regarding tip leakage measurements in cascade testing environments, and previous attempts to model tip leakage for cascade geometries. This section may also include opinions on how to quantify vortex breakdown in several regimes. 1 2. Methodology The plan was to take airfoil geometry from an existing and well known turbine cascade facility and model tip gap in the CFD simulations. The desired features were that the airfoil should be a low-camber airfoil, similar to the airfoil geometry found in the tip region of turbine blades. Table 2.1 contains limited details of the study airfoil geometry and describes the design boundary conditions: Table 2.1 – Base Airfoil Design Conditions Cascade Span (H) 2.4” Axial Chord (BX) 1.0” Inlet flow angle1) 63o Exit flow anlge2) 26o Exit Mach number (M2) 0.8 The boundary conditions were systematically varied until tip vortex breakdown was achieved (tip clearance, pressure ratio, inlet flow angle, inlet boundary layer). Ideally, we want to achieve vortex breakdown in the absence of airfoil stall due the boundary conditions, so as to not contaminate the performance results. The option of increasing the pitch of the cascade was also considered during the initial studies to achieve vortex breakdown. The CFD domain size was varied to determine the effectiveness of the vortex breakdown prediction. Initially, the exit boundary of the simulation was located 0.5*BX downstream of the airfoil trailing edge. It was found that as the exit boundary was moved aft of the trailing edge, the tip vortex seem to stabilize, minimizing the behavior of vortex breakdown. Determination of Vortex Breakdown. During the course of the study, it was found to be a challenge determining when the tip vortex breaks down. There needed to some grounds rules that determined whether breakdown was achieved. During the initial set of simulations, it was found that breakdown could be achieved with excessively large tip clearances (>5% of axial chord). However, with the aid flow visualization software, it 2 was found that the tip vortex breakdown occurred AFT of the trailing edge due to the amount of diffusion that occurs downstream of the blade passage (shown in the Figure 2.1 below). Figure 2.1 -- Improper definition of vortex breakdown for current study. Figure 2.2 shows the ideal features of a simulation that achieves a massive vortex breakdown. Notice that several arrows on the streamlines visualizing the tip vortex show the direction of the flow. The tip vortex clearly reverses on itself within the blade passage. Figure 2.2 -- Definition of vortex breakdown for the present work. In some instances, it was difficult to determine if breakdown actually achieved due the size of the tip vortex. This was a constant occurrence for simulations of lower exit 3 Mach numbers. For example, as shown in Figure 2.3 below, it is unclear if the vortex has broken down. The size of the tip vortex is small, although several of the arrows visualizing the vortex suggest that is, indeed, reversing on itself while still within the blade passage. Figure 2.3 -- Example of tip vortex where vortex breakdown is unclear. Conversely, Figures 2.4 & 2.5 clearly shows the behavior of the tip vortex for the given set of boundary conditions of the cascade. Figure 2.5 is an example of tip vortex breakdown; Figure 2.6 is an example of a well contained tip vortex. Figure 2.4 -- Example of tip vortex where vortex breakdown is clear. 4 Figure 2.5 -- Example of tip vortex where no breakdown is clear. The issue of inducing vortex breakdown during testing was considered. Standard measurements of loss employ the usage of kiel head probes or multi-hole probes that are relatively large when compared to the region that will be measured. The presence of these probes in the tip region may cause the tip vortex to breakdown. After several discussions with several associates at the testing facility, it was suggested that using surface streamlines would be an adequate method of confirming vortex breakdown. As demonstrated in Figure 2.6, the suction surface streamlines have distinct characteristics between a stable tip vortex and when the vortex breaks down (flow moves from right to left in the figure). (a) (b) Figure 2.6 -- Surface streamlines for vortex breakdown (left) & stable vortex (right) (a); Overlay of 3D streamlines of tip vortices on surface streamlines (b) 5 Using the surface streamlines as guidance (see Figure 2.7 below), it was determined that the simulation from Figure 2.3 does indeed predict vortex breakdown. Figure 2.7 -- Example of tip vortex where vortex breakdown is unclear. After numerous perturbations on the boundary conditions, it was discovered that tip clearance and exit Mach number were the strongest drivers in achieving burst. With this information, along with influence of the downstream boundary location and a clear definition of what a tip vortex breakdown should look like, the cascade geometry was modeled with a refined set of boundary conditions. The CFD domain for all simulations extends from 1.0*BX upstream of the leading edge of the cascade to 1.5*BX downstream of the trailing edge. The results of this modified study will be presented in the following chapter. 6 3. Results & Discussion Preliminary Results. Each simulation was run with the same amount of grid for the same amount of time using a fully turbulent two-equation turbulence model (Modified Wilcox k-). The metric used for performance analysis is the total pressure loss across the entire computational domain. Figure 3.1 shows the relationship of pressure loss to the range of exit Mach numbers at the cascade design inlet flow angle. The different curves represent the tip clearances that were modeled for each simulation. This information is useful for benchmarking how much pressure loss is attributed to the addition of the tip clearance to the cascade row. 1.20 TC 0.004" TC 0.006" 1.00 TC 0.010" TC 0.013" D Loss 0.80 0.60 0.40 0.20 0.00 0.50 0.60 0.70 0.80 0.90 1.00 1.10 Exit Mach Num ber Figure 3.1 -- Pressure loss trend to Mach number at varying tip clearances It has been well documented that relationship between airfoil performance and tip clearance is linear, except for in the event of a tip vortex breakdown. Figure 3.2 is a representation of the same information from Figure 3.1 to show the relationship of pressure loss to tip clearance. Note that for all of the Mach lines represented (except for the 0.6-M2 line), the curves are NOT linear. 7 1.20 1.00 M2 1.0 M2 0.8 M2 0.6 M2 0.9 M2 0.7 D Loss 0.80 0.60 0.40 0.20 0.00 0.000 0.005 0.010 0.015 Tip Clearance (in) Figure 3.2 -- Pressure loss trend to tip clearance at vary exit Mach numbers. Along the 0.7, 0.8, 0.9, & 1.0 Mach lines, the vortex breakdown is predicted with the same tip clearances (0.004” & 0.006”), where it does not occur for tip clearances of 0.010” and above (limited to excessive values). These simulations were also run to an exit Mach number of 1.2. Tip vortex breakdown was predicted for all those simulations; however, the CFD also predicted that the airfoil stalls, so those simulations will not be considered for testing. Open Pitch Results. During the course of the initial study, while it was difficult to achieve vortex breakdown, several of the boundary conditions were run for increased pitch simulations. The pitch was increased by 14%, simulating a single airfoil removed from the original cascade pack and remaining airfoils being redistributed in the same space. A reduced, modified matrix was run on these open pitch simulations to achieve vortex breakdown. Figures 3.3 & 3.4 are the performance trends of the open pitch simulations. 8 1.60 1.40 TC 0.006" TC 0.010" TC 0.013" TC 0.016" D Loss 1.20 1.00 0.80 0.60 0.40 0.20 0.00 0.50 0.60 0.70 0.80 0.90 1.00 1.10 Exit Mach Num ber Figure 3.3 -- Pressure loss trend to tip clearance at vary exit Mach numbers. 1.60 1.40 M2 1.0 M2 0.8 M2 0.9 M2 0.6 D Loss 1.20 1.00 0.80 0.60 0.40 0.20 0.00 0.000 0.005 0.010 0.015 0.020 Tip Clearance (in) Figure 3.4 -- Pressure loss trend to tip clearance at vary exit Mach numbers. Similar to the design pitch results, vortex breakdown was achieved with a tip gap of 0.006” at exit Mach numbers of 0.8, 0.9, and 1.0. Grid Sensitivity Study. Vortex breakdown was achieved for the base airfoil design conditions with 0.004” & 0.006” tip clearance. To confirm these predictions, the entire 0.8 exit Mach number line (shown in Figure 3.2) was put through a grid sensitivity study. The amount of grid used as a standard for the computational domain is 798,111 cells total (using the O-H mesh topology shown in Figure 3.5). 9 (a) (b) Figure 3.5 -- Grid topology for CFD domain: (a) Top-down View, (b) Side View. It is a full span simulation of the airfoil with 57 grid points on the each side of the airfoil surface, 81 grid points across the pitch, and 65 radial grid points (49 points in core, 16 in the tip gap). The grid was then reduced to 435,167 total cells (57 points on the airfoil, 33 radial points in the core), and increased to 1,996,535 (115 grid points across the pitch, 81 radial points in the core, 32 points in the tip gap). Recall, it was stated that, in the absence of tip vortex break, the relationship of performance is linear. Figure 3.6 below are the results of the initial grid study for exit Mach number of 0.8 for the design pitch: 1.00 0.90 Coarse Standard 0.80 Dense D Loss 0.70 0.60 0.50 0.40 0.30 0.20 0.10 0.00 0.000 0.002 0.004 0.006 0.008 0.010 0.012 0.014 Tip Clearance (in) Figure 3.6 -- Pressure loss trend to tip clearance for various grid densities. 10 For both the dense and coarse grid lines, the relationship of loss to tip clearance is linear; and indeed, the conditions were breakdown is predicted for the standard grid, it was NOT predicted for the others. Also note that, for the conditions where breakdown is NOT predicted (10 mil and 13 mil tip clearance), the losses are very similar between the standard and the dense grid (suggesting grid independence for those conditions). It is also very apparent that the coarse grid is insufficient for this study, with the CFD predicting a less conservative performance of the cascade with tip clearance across the exit Mach line. 11 4. Future Work & Conclusions Due to the surprising results of the grid sensitivity study, further simulations will need to be run to achieve vortex breakdown. In a previously unpublished study, when tip vortex breakdown was predicted with the standard grid, it was also predicted with the dense grid. However, the aforementioned study was conducted with turbine airfoil geometry modeled in a rotating rig environment, as opposed to a cascade environment. At present, there have been no conditions where vortex breakdown has not been predicted with the standard grid and predicted with the dense grid. The grid sensitivity study has not been conducted on the open pitch simulations that have achieved vortex breakdown, so there is still room for opportunity. The performance sensitivity studies will be extended to vary inlet flow angle for the newly determined primary test matrix. During the initial studies to achieve vortex burst, it was found that inlet flow angle had a secondary effect on the whether the vortex breaks down. The study will explore the influence of inlet flow angle on the behavior of the tip vortex in the event of breakdown. The influence of the inlet boundary will also be studies for the matrix of cases. Recall, the current cases are run with a 16% boundary layer thickness, and will be reduced for boundary layer effects. These future studies will be conducted in no particular order. Recall, the actual computational domain extends 1.5*Bx downstream of the trailing edge. For further analysis of the results, the spanwise pressure loss will be calculated 0.5*Bx downstream of the trailing edge of the airfoil. This result, with the aid of the flow visualizations, will help determine where the losses are incurred within computational domain. Loss generation plots will also be created for the simulations in the test matrix. In conclusion, the current progress is that we seem have an adequate method of showing the event of vortex breakdown (as defined by the scope of the current study) due to test measurement limitations. The fear of inducing of vortex breakdown was considered with the presence of any sort of measurement probe in the tip vortex core. However, with the use of the flow visualization, the predicted surface streamlines show a distinct difference in the tip region in the event of vortex breakdown than when it does not occur. 12 5. References Bindon, J.P., “The Measurement and Formation of Tip Clearance Loss,” ASME Journal of Turbomachinery, Vol. 111, 1989, pp.257-263. Booth, T.C., Dodge, P.R., and Hepworth, H.K., “Rotor-Tip Leakage Part 1 – Basic Methodology,” ASME Journal of Turbomachinery, Vol. 104, 1982, pp. 154-159. 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