Development and Application of a MHz Frame Rate Digital Particle Image Velocimetry System

نویسندگان

  • Mark P. Wernet
  • Anthony B. Opalski
چکیده

The ability to capture the unsteady dynamics of high speed compressible flows requires the use of ultra fast imaging diagnostics. Application of particulate based scattering techniques in high speed flows requires the use of high power, nanosecond duration, pulsed illumination sources such as Nd:YAG lasers in order to record high quality images. Furthermore, the temporal bandwidth of the measurements must be at least several hundreds of kHz while the spatial scale must be at least on the order of the large-scale structures present in the flow. High spatial and temporal bandwidth flow field measurements are not simultaneously available with high accuracy due to the combined constraints imposed by high sensitivity digital image sensors and limited pulse repetition rates of solid-state lasers, respectively. In this work we describe the development of a MHz repetition rate, high resolution, quantitative flow measurement system. The imaging system is comprised of a MHz repetition rate pulse-burst mode laser built in-house and a commercial MHz framing rate charged coupled device (CCD) camera. The laser is capable of producing a wide range of inter-pulse spacings (0.5 to 20 μs) with individual pulse energies exceeding 75 mJ at 532 nm. The camera, having a single optical input, is comprised of an internal image splitter unit and four individual intensified, frame-straddling, 1280 x 1024 pixel, CCD camera modules. The combined laser and camera system provides imaging frame rates ranging from 2 MHz down to 50 kHz. Results from the application of the MHz rate imaging systems to obtain Digital Particle Image Velocimetry (DPIV) data from a supersonic nozzle flow will be presented. A. Introduction The assessment and validation of advanced combined cycle propulsion system components requires detailed mapping of flow field features during unsteady transient operation. Planar optical diagnostic techniques lack the temporal resolution to provide the requisite measurements. In addition to the requirement of high temporal resolution, the optical diagnostic must be compatible with the confined spaces/flow passages in these prototype propulsion systems. For practical flow fields of interest (compressible/turbulent/high Reynolds number), the temporal bandwidth must be at least several 100’s of kHz, while the spatial scale must be at least on the order of the large-scale structures present in the flow. High spatial and temporal bandwidth flow field measurements are not simultaneously achievable with high accuracy due to the combined constraints imposed by high sensitivity digital image sensors and the limited pulse repetition rate of solid-state lasers, respectively. Orders of magnitude increase in the capability of monitoring unsteady flow phenomena is necessary for the complex flow field changes that will occur during the rapid cycle mode transitions in advanced propulsion systems. For particulate based optical diagnostic systems, typically short duration, high energy output pulses from Nd:YAG lasers are required in order to provide sufficient flow field illumination. The pulse repetition rate of commercially available Nd:YAG laser systems has traditionally been limited to the range of 10 to 30 pulses/second. Newer Nd:YAG laser systems are becoming available that operate in the kHz regime, with pulse energies approaching 10 mJ. Copper vapor lasers have been available in the 10 kHz operation range for many years, [Wieneke and Reckers, 2000]. In order to study the transient phenomenon occurring in advanced propulsion systems, we require pulsed laser systems that operate at even higher repetition rates, in the MHz regime, with pulse energies exceeding even those available from the current 10 kHz laser ____________________________________________ * Senior Research Engineer, Associate Fellow, AIAA † Research Engineer, Member, AIAA 1 American Institute of Aeronautics and Astronautics systems. Burst mode, MHz repetition rate Nd:YAG laser systems having pulse energies ≈ 10 mJ have been developed and demonstrated by Lempert, et al., 1996 and 1997. Typical commercially available, high sensitivity CCD cameras are similarly constrained to low temporal resolution operation (30 Hz). These rates are too slow, by many orders of magnitude, to track dynamic changes in high speed flows. Frame-straddling Particle Imaging Velocimetry (PIV) type cameras can be used to acquire image frame pairs, but the frame pairs are still only acquired at low temporal resolution (15 Hz). Cinemagraphic PIV measurements have been obtained at frame rates up to 8 kHz using film based cameras, but require tedious digitization of the film and frame-to-frame registration, [Upatnieks, et al., 2002]. High temporal resolution camera systems capable of recording image data sequences at MHz rates are divided into two types: 1) single sensor, low spatial resolution systems; and 2) multi-sensor, high spatial resolution systems. In the work of Thurow, et al., 2004, a MHz laser system was coupled with a single, low resolution, high framing rate CCD to provide Planar Doppler Velocimetry (PDV) based single-component velocity measurements of a high speed turbulent nozzle flow. High resolution, multi-sensor camera systems have been used in low velocity flows to obtain DPIV measurements at a 10 kHz framing rate, [Wieneke and Reckers, 2000]. In this work we describe a quantitative optical diagnostic system that employs a burst mode MHz laser system, which is capable of producing individual pulse energies on the order of 75 mJ at 532 nm combined with a multi-sensor, high spatial resolution camera system also capable of MHz rate operation. The combined MHz rate imaging system enables for the first time, quantitative flow measurements via MHz rate DPIV. B. MHz Repetition Rate Pulse Burst Laser In 1999, the NASA Glenn Research Center took delivery of a MHz rate, pulse burst mode laser system developed under an Small Business Innovative Research (SBIR) contract. The SBIR developed laser system was designed to use a pulsed laser diode as the seed laser, which was anticipated to remove the pedestal buildup in “slicer” based MHz laser systems. Difficulties encountered in implementing this approach led to poor system performance and inflexible inter-pulse spacings. The core elements of the SBIR laser system were used along with new components to build a MHz rate, burst mode laser system based on the design previously demonstrated by Lempert, et al., 1997. The layout of the MHz rate, burst mode laser is shown schematically in figure 1. The 1064 nm output from a 300mW continuous wave (cw), diode pumped Nd:YAG seed laser (which serves as the primary oscillator) is pre-amplified in a flashlamp-pumped, pulsed amplifier (AMP 1) configured in a double-pass mode of operation. The resulting laser pulse, of approximately 150 μs duration, is formed into a “burst” train of pulses using a custom, dual Pockels cell beam “slicer”. The resulting pulse train can have a variable number of pulses, ranging between 1 and 99, with individual pulse durations ranging between 2 and 10,000 ns and interpulse spacings ranging between 500 and 20,000 ns. The number, duration and spacing of the pulses in the “burst” train is quite flexible and ultimately is limited only by the period (~150 μs) during which the flashlamp-pumped amplifiers have sufficient gain. The repetition rate of the burst sequence can be as high as 10 Hz, which is limited by the thermal loading of the amplifiers and optics. A typical burst train for the work described here consists of eight, 10 ns duration pulses, separated by 2 to 8 μs, and were generated at a conservative repetition rate of 5 Hz. The output pulse train from the slicer is further amplified in a series of five flashlamp-pumped amplifiers with increasing rod diameters of 4.0 mm (Amps 1&2), 6.35 mm (Amps 3&4), 9 mm (Amp 5) and 12.7 mm (Amp 6). Three of the amplifier stages (AMPS 2, 3 and 4) are operated in a double-pass mode and two are configured for single-pass (AMPS 5 and 6) operation. Following this amplification chain, the output is converted to the second-harmonic (532 nm) with a 12 x 12 x 8 mm Type II KTP Second Harmonic Generation (SHG) crystal operating at room temperature. A novel feature of the laser is the incorporation of a Phase-Conjugate Mirror (PCM) into the burst mode laser amplification chain (after AMP 3), Lempert et al., 2004. As can be seen in figure 1, the pulse train is focused into the PCM after the third amplifier (with a 75 mm focal length lens) and is coupled to the final three amplifiers using a quarter wave plate/thin film polarizer combination. The PCM is comprised of a 25.4 mm dia. by 101.6 mm long optical cell, filled with a 1.28 index of refraction inert liquid (3M Flourinert FC-75). The PCM serves two important purposes in the current laser system layout. The first is to remove a low-intensity “pedestal” superimposed upon the high-intensity pulses which make up the output burst train. The pedestal forms as a consequence of ~0.1 % leakage through the Pockels Cells when the units are in the normally off state. Since the slicer is operating (on) for only ~10 ns out of ~10 μs, this results in substantial integrated energy in the pedestal, which becomes preferentially amplified relative to the pulses in the later amplification stages. The PCM is able to remove this pedestal by operating under the principle of Stimulated Brillouin Scattering (SBS), which is a nonlinear optical phenomenon in which a 2 American Institute of Aeronautics and Astronautics coherent backscattered beam (at 180 ̊) is produced if an incident input beam achieves a minimum intensity level (SBS threshold). By placing the PCM at the appropriate spot in the amplifier chain after AMP 3, it is possible to exceed the SBS threshold intensity for the desired pulses, yielding a reflected beam which is directed back into the amplification chain, while keeping the pedestal intensity well below threshold. The pedestal passes through the PCM into a beam dump and, hence, is removed from the optical chain. The second purpose of the PCM is to minimize the growth of Amplified Spontaneous Emission (ASE) by providing a necessary isolation (break in the growth chain) between the first three and last three amplification stages. Similar to the pedestal problem described above, ASE occurs when the gain becomes sufficiently high that laser output occurs even in the absence of any input from the master oscillator (seed laser). The ASE increases exponentially from noise as the pulse train progresses downstream through the optical chain. If the intensity of the ASE component after the third amplifier is well below threshold, it also passes through the PCM and is removed from the amplification chain. The ASE build-up process then begins again with the spontaneous emission from the fourth amplifier. Figure 2 shows the physical layout of all of the components in the laser system. All flashlamp pulse forming network (PFN) circuit electronics are contained within the single rack mount enclosure. Laser rod and flashlamp cooling is provided by an independently controlled 4 kW, closed-loop heat exchanger. The optical components of the laser are contained on a 91x152x10 cm optical breadboard and encased within a removable enclosure. The performance of the burst mode laser has been evaluated for a range of burst sequences and pulse energy levels. Average second-harmonic conversion efficiency has been shown to exceed 50%, with all amplifiers operated at well below their maximum electrical input energy levels. Increased spacing between pulses has been shown to correlate to higher pulse energies. The spectral linewidth (FWHM) of the burst mode laser is anticipated to be of the order 50 MHz for a typical 12 ns pulse, [Thurow, et al., 2004]. The laser system’s narrow linewidth and excellent pulse-to-pulse spectral stability are both critical to its use in a Doppler Global Velocimetry (DGV) measurement application. Tunability of the cw seed laser frequency (1064.03 to 1064.24 nm) has also been provided to facilitate implementation of the DGV technique. Measured output pulse energies to date have exceeded 75 mJ/pulse (8 pulse train, 10 ns pulses, 2 μs separation) at 532 nm. Excellent pulse energy uniformity has been observed for relatively low amplifier energy inputs. Figure 3 shows an oscilloscope trace of a moderate energy 532 nm burst train (10 pulses with an inter-pulse spacing of 2 μs and an average pulse energy of less than 20 mJ/pulse). The top trace is the electrical pulse train sent to the pulse slicer unit and the bottom trace is the actual laser output recorded via a photodiode. Although modulation in the pulse train envelope can be expected to approach ± 50% of the mean value (at the nominal design amplifier energy settings), flexibility in specifying the number of pulses in the resultant train should readily provide a window of uniform pulses to be extracted for use in required applications. If higher output energies are required, the current single-pass mode of operation of AMP 5 can be modified to accommodate a dual-pass configuration. The use of high quality, short, stiff optical mounts provides a very stable optical system. No alignment of the laser system is required for day to day operation. The laser system was transported by truck to another NASA GRC facility, and after electric hookup, required only minor adjustment of 2 mirrors to restore optimal system alignment. C. High-Speed Camera Image data illuminated using the MHz rate, burst mode laser have been acquired using an HFSC-Pro camera, supplied by the Cooke Corporation. Having a single optical input, the HSFC-Pro camera system comprises an image splitter unit and four intensified, frame-straddling, CCD camera modules with fast switching Micro-Channel Plate image intensifiers and high resolution, 1280 x 1024 pixel, Peltier cooled, CCD image sensors. The layout of the internal camera components is shown in figure 4. Each module’s CCD sensor has high bit depth (12 bits per pixel), high signal-to-noise-ratio (69 dB) and moderate quantum efficiency (30%) at 532 nm. The image splitter module ensures that the optical paths for all four cameras are matched and provides an optical efficiency of approximately 23% to each CCD module. Four high speed fiber optic data links connect the system to a control PC, which can be externally triggered. The intensifiers, equipped with a fast decay P46 phosphor, enable inter-framing times down to 500 ns, which allows a sequence of 8 full resolution image frames to be acquired in rapid succession. Although the camera system was originally delivered with internal beamsplitting cubes and prisms which are lightpolarizing, arrangements have been made to replace these image splitter components with non-polarizing optics for compatibility with DGV applications. An investigation is also underway regarding the use of imaging fiber bundles to couple the scattered laser light to the camera system, which will facilitate the use of this otherwise large camera system in a confined space application. 3 American Institute of Aeronautics and Astronautics D. Experimental Setup Initial plans to apply the MHz rate imaging system to a pulsejet flow were not successful due to facility commitment issues. Instead a small scale, 8.8 mm diameter, convergent-divergent Mach 1.3 nozzle was setup in the lab. In order to produce a non-stationary flow, two constant diameter (2 mm) flow excitation jets were oriented at 55° to the nozzle axis as shown in figure 5. Pneumatic actuators were used to switch the excitation jets at 10 Hz. The jet core flow was seeded in the nozzle plenum section using olive oil and a 6-jet atomizer. Ambient flow seeding was provided by a second 6-jet atomizer also filled with olive oil. The nominal particle size obtained using these atomizers is 0.7 μm. Attempts were made to seed the excitation jet flow, but proved difficult due to the discontinuous operation mode. The output from the MHz laser system was directed from above the nozzle axis centerline and formed into a downward propagating light sheet, terminating into a beam dump. The MHz rate camera system was oriented at 90° to the jet axis and positioned 80 cm from the light sheet plane. The imaged area of the light sheet started 8 mm from the nozzle exit and covered a total area of 90x75 mm. The laser was configured to produce a 10 pulse train of which the most uniform amplitude central 8 pulses were used for image exposures. Since each CCD is capable of operating in frame-straddling mode, a pair of A/B image frames are obtained from each CCD module. The laser/camera system was operated such that laser pulse #1 exposed CCD1 frame A, pulse#2 exposed CCD1 frame B, pulse #3 exposed CCD2 frame A, pulse #4 exposed CCD2 frame B, ... pulse #8 exposed CCD4 frame B. Two exposure sequence schemes were used in this work: uniform inter-pulse spacings and a short-long pulse spacing scheme, each of which are depicted in figure 6. In figure 6a, the short-long inter-pulse spacing exposure sequence and processing strategy is shown, where four velocity vector maps with long inter-vector map delay time delays are obtained. Figure 6b, illustrates a uniform inter-pulse spacing acquisition and processing strategy, where the 8 single exposure images are acquired and processed to obtain 7 velocity vector maps. Since the camera head contains four independent sensors, we need to perform cross-CCD correlations in order to extract 7 velocity vector maps from 8 image frames. In order to perform these cross-CCD correlations, an image warping correction is required. In standard stereoscopic PIV processing, the preferable approach is to correlation process the raw, distorted CCD images and then perform the warping on the computed velocity vectors. Experience has shown that warping/interpolating the raw images leads to a loss of correlation, and a general degradation of the velocity vector maps. For the multiple camera head system used here, we are forced to perform image warping prior to cross-correlation PIV data processing in order to obtain our 7 velocity vector maps. A multi-plane calibration, similar to that used in stereo PIV, was performed on the camera system, [Soloff et al., 1997]. The calibration was performed using a single plane calibration target that was traversed through five z-axis planes, which spanned the thickness of the laser light sheet. The coordinates of the calibration markers across all five planes were used to determine the calibration warping polynomial coefficients. CCD’s 1 and 2 were treated as a stereo imaging pair and similarly CCD’s 3 and 4 were treated as a stereo pair. The calibrations for each stereo CCD pair were scaled to a common magnification and fiducial point, yielding pixel registered images across all four modules. Figure 7 shows the results of warping the calibration grids for all four modules to a common grid. The resulting rms variation in the warped calibration marker locations is 0.25 pixels. The image intensities were interpolated in the warping process using a bicubic interpolation. Cross-correlation of the warped/interpolated PIV images yielded high quality velocity vector maps. Figure 8 shows a sample image obtained from the high framing rate camera system. Operating the image intensifiers at low gain yields high quality, low blooming PIV image data with clearly resolved particle images. E. Results and Discussion An ensemble average of 256 velocity vector maps is shown in figure 9a and 9b, for the no-pulse and pulsed excitation jet cases, respectively. The color contours represent the velocity vector magnitude and every other column of vectors have been omitted for clarity. The Mach 1.3 nozzle was operated at a plenum pressure ratio of 0.36, which should have produced a matched flow condition at the exit. Shock diamonds are readily apparent in the ensemble averaged velocity fields, indicating an under expanded flow condition. The laboratory air supply line may not have been able to supply the requisite mass flow in order to obtain a matched pressure condition at the nozzle exit. The maximum jet velocity measured was 410 m/s, whereas the expected velocity based on the isentropic flow equations was 447 m/s. The effect of the pulsed excitation jet is to squeeze the width and shorten the length of the jet potential core. It was also anticipated that the excitation jets would break up the jet core flow yielding large scale vertical structures, which could be recorded using the MHz imaging system. The true magnitude of the excitation jet flow is not resolvable in the ensemble average plot, however, from the single shot velocity vector maps the peak velocity in excitation jet flow was observed to be approximately Mach 0.5. 4 American Institute of Aeronautics and Astronautics Uniformly spaced and non-equispaced time resolved image data were acquired with the MHz rate PIV system. A 2μs equispaced sequence was acquired from the flow without pulsed excitation. The nominal laser pulse energy was 25 mJ. The image data were warped to a common grid and cross-correlation processed. Only four out of the seven vector maps are shown in figure 10 (velocity maps 1, 3, 5, and 7 out of the sequence) and the vertical extent of the vector map has been clipped to just the region of the jet core flow. The velocity vectors are drawn in black, the color contours represent the vector magnitude and the nozzle exit plane is located at x=0 mm. The cross-correlation processed vector maps shown here used 64x64 pixel subregions on 16 pixel centers, yielding interpolated velocity vector maps. Good quality velocity vector maps were also obtained using 32x32 pixel subregions on 16 pixel centers; however, the interpolated velocity vector maps have better uniformity and help the reader to better track the coherent structures in the fluid as they convect downstream. Coherent structures both in the shear layer and downstream of the potential core are observed convecting downstream in the time evolution sequence. A non-equispaced image sequence was acquired from the pulsed excitation jet flow, where the inter-pulse time was 2μs and the time between vector maps was 8 μs. The pulse amplitude uniformity across the burst becomes more difficult to maintain for these non-equispaced pulse trains. Adjustment of the flashlamp delay times is required to obtain generally uniform pulse energies. The nominal pulse energy for this image sequence was 35 mJ. Figure 11 shows the four velocity vector maps obtained from the pulsed excitation jet flow. Again the velocity vectors are drawn in black and the color contours represent the velocity magnitude. Poor flow seeding in the pulsed excitation jet yielded an ill defined excitation flow, although its extent and location are readily identified. The error in these velocity measurements varies depending on whether the correlations are performed interor intra-camera. For intra-camera correlations the error is nominally 1% of full scale, while for the inter-camera correlations, the full scale error is nominally 2%, due to the image warping process. There are several features of note in this sequence. First, the sequence appears to have captured the excitation jet impact on the nozzle flow. In the third vector map in the sequence, the nozzle flow narrows significantly as the pulsed jet flow impinges on the nozzle core flow. The effect of the excitation jet is to pinch off a high speed packet of fluid, which appears to be one of the original shock diamonds in the under expanded nozzle flow. The high speed jet core flow is then observed to roll up into larger diameter vortex structures that continue to convect downstream with a noticeable speed reduction. Entrainment of the low speed ambient fluid is also observed at approximately 80 mm downstream from the nozzle exit. F. Conclusions A MHz repetition rate laser/camera system has been demonstrated to provide high temporal and high spatial resolution DPIV image data in a supersonic nozzle flow. The MHz repetition rate burst mode laser system was demonstrated to generate both equispaced pulse trains and non-equispaced pulse trains. In both cases relatively uniform pulse energies across the 8 pulse train were obtained. The high resolution, multi-CCD head camera system was easily synchronized with the laser pulses. A multi-plane calibration process was used to pixel register all four of the CCD sensors in the camera system. Using a bicubic interpolation scheme, the warped images could still be processed using PIV cross-correlation techniques to provide high quality velocity vector maps. DPIV image data were acquired from a lab scale supersonic nozzle flow under two different operating conditions. Disturbances in the nozzle flow under the influence of external excitation pulsed jets were resolved with the MHz DPIV system. Structures in the shear layer of the jet were easily tracked as they were convected downstream. Future plans include the use of the MHz imaging system in a high speed transient pulsejet and/or pulse detonation engine flow, where the high temporal resolution features of the system can be exploited to resolve the features of the high speed pulsed flow. In order to more readily facilitate the transport of the MHz laser system to research test facilities, the entire 6 amplification stage layout is being migrated to a reduced size optical table. G. Acknowledgements The authors would like to thank Prof. Walter Lempert for his assistance in the component selection and design of the MHz laser system. The authors also recognize the critical input from both Brian Thurow and Naibo Jiang in the optimization of the burst mode laser system performance. 5American Institute of Aeronautics and Astronautics H. ReferencesLempert, W. R., Wu, P. F., Zhang, B., Miles, R. B., Lowrance, J. L., Mastocola, V. J., Kosonocky, W. F., 1996, “PulseBurst Laser System for High Speed Flow Diagnostics”, AIAA-96-0179, Presentedat the AIAA 34 Aerospace Sciences Meeting and Exhibit, Reno, NV, January. Lempert, W. R., Wu, P. F., Zhang, B., Miles, 1997, “Filtered Rayleigh Scattering Measurements Using a MHz Rate Pulse-Burst Laser System”, AIAA-97-0500, Presented at the AIAA 35 Aerospace Sciences Meeting and Exhibit, Reno, NV,January 6-9. Lempert, W., Jiang, N., Blohm, M., Thurow, B., Samimy, M., Switzer, G. and Goss, L., 2004, “A Burst Mode OPO Systemfor MHz Frame Rate PLIF Imaging Diagnostics,” AIAA-2004-0387, Presented at the 42nd AIAA Aerospace SciencesMeeting, Reno, NV, Jan 5-8. Soloff, S. M., Adrian, R. J., Liu, Z-C., 1997, “Distortion Compensation for Generalized Stereoscopic Particle ImageVelocimetry”, Meas. Sci. Technol., 8, pp. 1441-1454. Thurow, B., Jiang, N., Lempert, W., Samimy, M., 2004, “MHz Rate Planar Doppler Velocimetry in Supersonic Jets”,AIAA-2004-0023, Presented at the 42 AIAA Aerospace Sciences Meeting, Reno, NV, January. Upatnieks, A., Laberteaux, K.L., Ceccio, S.L., 2002, “A Kilohertz Frame Rate Cinemagraphic PIV System for Laboratory-Scale Turbulent and Unsteady Flows,” Experiments in Fluids, Vol. 32, Issue 1, 87-98. Wieneke, B. and Reckers, W., 2000, “High-Speed PIV Using High-Frequency Diode-Pumped Solid State Laser and Multi-Frame CCD”, 9 International Symposium on Flow Visualization, paper No. 439. 6American Institute of Aeronautics and Astronautics Figure 1: Schematic illustrating current configuration of MHzrepetition rate pulse burst laser system. Figure 3: Oscilloscope trace of typical 10 pulse train illustratingenvelope modulation. The top trace is the electric signal sent to thepulse slicer and the bottom trace is the actual laser output energy.1 2 3 4 56 AMP1TFP

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Fluid Dynamics Investigation of a GDI Fuel Spray by Particle Image Velocimetry

In this work, result of experimental investigation on interaction of fuel spray generated by a swirled type injector, with air motion in a prototype cylinder are presented. Experiments were carried out by planar imaging and particle image velocimetry (PIV) techniques in order to provide information about the spray structure evolution and instantaneous velocity distribution of air motion and ...

متن کامل

Comparisons of Experimental and Simulated Velocity Fields in Membrane Module Spacers

Spacers are used in spiral wound and plate and frame membrane modules to create flow channels between adjacent membrane layers and mix fluid within the flow channel. Flow through the spacer has a significant beneficial impact on mixing and resulting mass transfer rates but is accompanied by an undesirable increase in pressure drop. Computational Fluid Dynamics (CFD) is a common tool used to eva...

متن کامل

Heat Transfer Enhancement of a Flat Plate Boundary Layer Distributed by a Square Cylinder: Particle Image Velocimetry and Temperature-Sensitive Paint Measurements and Proper Orthogonal Decomposition Analysis

The current empirical study was conducted to investigate the wall neighborhood impact on the two-dimensional flow structure and heat transfer enhancement behind a square cylinder. The low- velocity open-circle wind tunnel was used to carry out the study tests considering the cylinder diameter (D)-based Reynolds number (ReD) of 5130. The selected items to compare were different gap he...

متن کامل

Simulation and optimization of live fish locomotion in a biomimetic robot fish

This paper presents simplified hydrodynamics model for a biomimetic robot fish based on quantitative morphological and kinematic parameters of crangiform fish. The motion of four Pangasius sanitwongsei with different length and swimming speed were recorded by the digital particle image velocimetry (DPIV) and image processing methods and optimal coefficients of the motion equations and appropria...

متن کامل

Displacement monitoring of a Long-Span Arch Railway Bridge using Digital Image Correlation (DIC)

There is an escalating demand for condition monitoring enhancement of transport infrastructures worldwide. Bridges are of vital importance in transportation infrastructure and need such monitoring. In this research, a non-contact vision-based technique called Digital Image Correlation (DIC) was used to calculate the bridge displacements. A high frame rate camera with 4K capability was used for ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2004