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Rohacs D, Yasar O, Kale U, Ekici S, Yalcin E, Midilli A, Karakoc TH. Past and current components-based detailing of particle image velocimetry: A comprehensive review. Heliyon 2023; 9:e14404. [PMID: 36950576 PMCID: PMC10025931 DOI: 10.1016/j.heliyon.2023.e14404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 12/25/2022] [Accepted: 03/03/2023] [Indexed: 03/13/2023] Open
Abstract
Particle image velocimetry has been widely used in various sectors from the automotive to aviation, research, and development, energy, medical, turbines, reactors, electronics, education, refrigeration for flow characterization and investigation. In this study, articles examined in open literature containing the particle image velocimetry techniques are reviewed in terms of components, lasers, cameras, lenses, tracers, computers, synchronizers, and seeders. The results of the evaluation are categorized and explained within the tables and figures. It is anticipated that this paper will be a starting point for researchers willing to study in this area and industrial companies willing to include PIV experimenting in their portfolios. In addition, the study shows in detail the advantages and disadvantages of past and current technologies, which technologies in existing PIV laboratories can be renewed, and which components are used in the PIV laboratories to be installed.
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Affiliation(s)
- Daniel Rohacs
- Department of Aeronautics and Naval Architecture, Faculty of Transportation Engineering and Vehicle Engineering, Budapest University of Technology and Economics, HU-1111, Budapest, Hungary
| | - Onur Yasar
- Aviation Academy, Amsterdam University of Applied Sciences, Amsterdam, Netherlands
| | - Utku Kale
- Department of Aeronautics and Naval Architecture, Faculty of Transportation Engineering and Vehicle Engineering, Budapest University of Technology and Economics, HU-1111, Budapest, Hungary
- Aviation Academy, Amsterdam University of Applied Sciences, Amsterdam, Netherlands
- Corresponding author.
| | - Selcuk Ekici
- Department of Aviation, Iğdır University, TR-76000, Iğdır, Turkey
| | - Enver Yalcin
- Aviation Academy, Amsterdam University of Applied Sciences, Amsterdam, Netherlands
| | - Adnan Midilli
- Faculty of Mechanical Engineering, Department of Mechanical Engineering, Yıldız Technical University, TR-34349, İstanbul, Turkey
| | - T. Hikmet Karakoc
- Faculty of Aeronautics and Astronautics, Eskişehir Technical University, TR-26000, Eskişehir, Turkey
- Information Technology Research and Application Center, Istanbul Ticaret University, Istanbul, Turkey
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The Visual Measurement of Velocity Profile Distribution in Silt Carrying Flow by Using Ultrasound PIV and Iterative Multi-Grid Deformation Technique. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11156952] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Flow velocity in silt carrying flow is one key parameter to many river engineering problems. A visual measurement technique of velocity profile distribution in silt carrying flow is provided using a portable ultrasound imaging system and an improved iterative multi-grid deformation algorithm. A convex array probe in the system is used to obtain a series of ultrasonic images at different times. Window offset and an iterative computing scheme for reducing interrogation window size in the algorithm improve the accuracy and efficiency of flow velocity measurement in regions with velocity gradients. Results show that the measured profile velocities can be more acceptable after being compared with time-averaged stream-wise velocities of profiles at ten positions in the same silt carrying flow and subsequently verified by comparing the point-by-point standard value. The measured velocity is more in agreement with the theoretical value, with the minimum root mean square error in the ultrasound beam sweep effect calculated by using optimal interrogation size parameters. The system is a feasible alternative to the single-point measurement technique in silt carrying flow. The iterative multi-grid deformation algorithm can analyze velocity profile distribution with gradients simultaneously, which can help the real-time measurement of multiple spatial velocity distribution and turbulence.
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Wang S, Li R, Chen Q, Zheng G, Zivkovic V, Yang H. Experimental measurement of granular flow layers in the chute. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2020.07.112] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Experimental Measurement of Particle Velocity in a High Reynolds Micro-channel Flow. BIOCHIP JOURNAL 2020. [DOI: 10.1007/s13206-020-4308-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Electrical Tomography: A Review of Configurations, and Application to Fibre Flow Suspensions Characterisation. APPLIED SCIENCES-BASEL 2020. [DOI: 10.3390/app10072355] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Understanding the behaviour of suspension flows continues to be a subject of great interest considering its industrial relevance, regardless of the long time and effort dedicated to it by the scientific and industrial communities. Information about several flow characteristics, such as flow regimen, relative velocity between phases, and spatial distribution of the phases, are essential for the development of exact models for description of processes involving pulp suspension. Among the diverse non-invasive techniques for flow characterisation that have been reported in the literature for obtaining experimental data about suspension flow in different processes, Electrical Tomography is one of the most interesting, since it presents perhaps the best compromise among cost, portability, and, above all, safety of handling (indeed there is no need to use radiation, which requires special care when using it). In this paper, a brief review and comparison between existing technologies for pulp suspension flow monitoring will be presented, together with their strengths and weaknesses. Emphasis is given to Electrical Tomography, because it offers the above-mentioned compromise and thus was the strategy adopted by the authors to characterise different flow processes (solid–liquid, liquid–liquid, fibres, etc.). The produced portable EIT system is described, and examples of results of its use for pulp suspension flow characterisation are reported and discussed.
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Liang J, Cai S, Xu C, Chu J. Filtering enhanced tomographic PIV reconstruction based on deep neural networks. IET CYBER-SYSTEMS AND ROBOTICS 2020. [DOI: 10.1049/iet-csr.2019.0040] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Jiaming Liang
- Institute of Cyber‐Systems and Control College of Control Science and Engineering Zhejiang University Hangzhou People's Republic of China
| | - Shengze Cai
- Institute of Cyber‐Systems and Control College of Control Science and Engineering Zhejiang University Hangzhou People's Republic of China
| | - Chao Xu
- Institute of Cyber‐Systems and Control College of Control Science and Engineering Zhejiang University Hangzhou People's Republic of China
| | - Jian Chu
- Institute of Cyber‐Systems and Control College of Control Science and Engineering Zhejiang University Hangzhou People's Republic of China
- Ningbo Industrial Internet Institute (NIII) Ningbo Zhejiang People's Republic of China
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Liu N, Ma L. Regularized tomographic PIV for incompressible flows based on conservation of mass. APPLIED OPTICS 2020; 59:1667-1677. [PMID: 32225672 DOI: 10.1364/ao.380720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Accepted: 01/09/2020] [Indexed: 06/10/2023]
Abstract
Three-dimensional and three-component (3D3C) velocity measurements have long been desired to resolve the 3D spatial structures of turbulent flows. Recent advancements have demonstrated tomographic particle image velocimetry (tomo-PIV) as a powerful technique to enable such measurements. The existing tomo-PIV technique obtains 3D3C velocity field by cross-correlating two frames of 3D tomographic reconstructions of the seeding particles. A most important issue in 3D3C velocity measurement involves uncertainty, as the derivatives of the measurements are usually of ultimate interest and uncertainties are amplified when calculating derivatives. To reduce the uncertainties of 3D3C velocity measurements, this work developed a regularized tomo-PIV method. The new method was demonstrated to enhance accuracy significantly by incorporating the conservation of mass into the tomo-PIV process. The new method was demonstrated and validated both experimentally and numerically. The results illustrated that the new method was able to enhance the accuracy of 3D3C velocity measurements by 40%-50% in terms of velocity magnitude and by 0.6°-1.1° in terms of velocity orientation, compared to the existing tomo-PIV technique. These improvements brought about by the new method are expected to expand the application of tomo-PIV techniques when accuracy and quantitative 3D flow properties are required.
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Zhao J, He N. A mini-review of embedded 3D printing: supporting media and strategies. J Mater Chem B 2020; 8:10474-10486. [DOI: 10.1039/d0tb01819h] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Embedded 3D printing is an additive manufacturing method based on a material extrusion strategy.
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Affiliation(s)
- Jingzhou Zhao
- State Key Laboratory of Bioelectronics
- School of Biological Science and Medical Engineering
- Southeast University
- Jiangsu 210096
- China
| | - Nongyue He
- State Key Laboratory of Bioelectronics
- School of Biological Science and Medical Engineering
- Southeast University
- Jiangsu 210096
- China
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Zhao J, Liu H, Cai W. Numerical and experimental validation of a single-camera 3D velocimetry based on endoscopic tomography. APPLIED OPTICS 2019; 58:1363-1373. [PMID: 30874020 DOI: 10.1364/ao.58.001363] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Tomographic velocimetry as a 3D technique has attracted substantial research interests in recent years due to the pressing need for investigations of complex turbulent flows, which are inherently inhomogeneous. However, tomographic velocimetry usually suffers from high experimental costs, especially due to the formidable expenses of multiple high-speed cameras and the excitation laser source. To overcome this limitation, a cost-effective technique called endoscopic tomographic velocimetry has been developed in this work. As a single-camera system, nine projections of the target 3D luminous field at consecutive time instants can be registered from different orientations with one camera and customized fiber bundles, while this is possible only with the same number of cameras in a classical tomographic velocimetry system. Extensive numerical simulations were conducted with three inversion algorithms and two velocity calculation methods. According to RMS error analysis, it was found that the algebraic reconstruction technique outperformed the other two inversion algorithms, and the 3D optical flow method exhibited a better performance than cross correlation in terms of both accuracy and noise immunity. Proof-of-concept experiments were also performed to validate our developed system. The results suggested that an average reconstruction error of the artificially generated 3D velocity field was less than 6%, indicating good performance of the velocimetry system. Although this technique was demonstrated by reconstructing continuous luminous fields, it can be easily extended to discrete ones, which are typically adopted in particle image velocimetry. This technique is promising not only for flow diagnostics but other research areas such as biomedical imaging.
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Liu N, Wu Y, Ma L. Quantification of tomographic PIV uncertainty using controlled experimental measurements. APPLIED OPTICS 2018; 57:420-427. [PMID: 29400791 DOI: 10.1364/ao.57.000420] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2017] [Accepted: 12/13/2017] [Indexed: 06/07/2023]
Abstract
The goal of this work was to experimentally quantify the uncertainty of three-dimensional (3D) and three-component (3C) velocity measurements using tomographic particle image velocimetry (tomo-PIV). Controlled measurements were designed using tracer particles embedded in a solid sample, and tomo-PIV measurements were performed on the sample while it was moved both translationally and rotationally to simulate various known displacement fields, so the 3D3C displacements measured by tomo-PIV can be directly compared to the known displacements created by the sample. The results illustrated that (1) the tomo-PIV technique was able to reconstruct the 3D3C velocity with an averaged error of 0.8-1.4 voxels in terms of magnitude and 1.7°-1.9° in terms of orientation for the velocity fields tested; (2) view registration (VR) plays a significant role in tomo-PIV, and by reducing VR error from 0.6° to 0.1°, the 3D3C measurement accuracy can be improved by at least 2.5 times in terms of both magnitude and orientation; and (3) the use of additional cameras in tomo-PIV can extend the 3D3C velocity measurement to a larger volume, while maintaining acceptable accuracy. These results obtained from controlled tests are expected to aid the error analysis and the design of tomo-PIV measurements.
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Amon A, Born P, Daniels KE, Dijksman JA, Huang K, Parker D, Schröter M, Stannarius R, Wierschem A. Preface: Focus on imaging methods in granular physics. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2017; 88:051701. [PMID: 28571403 DOI: 10.1063/1.4983052] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Affiliation(s)
- Axelle Amon
- Institut de Physique de Rennes, UMR UR1-CNRS 6251, Université de Rennes 1, 35042 Rennes, France
| | - Philip Born
- Institut für Materialphysik im Weltraum, Deutsches Zentrum für Luft- und Raumfahrt, 51170 Cologne, Germany
| | - Karen E Daniels
- Department of Physics, North Carolina State University, Raleigh, North Carolina 27695, USA
| | - Joshua A Dijksman
- Physical Chemistry and Soft Matter, Wageningen University and Research, Wageningen, The Netherlands
| | - Kai Huang
- Experimentalphysik V, Universität Bayreuth, 95440 Bayreuth, Germany
| | - David Parker
- School of Physics and Astronomy, University of Birmingham, Birmingham B15 2TT, United Kingdom
| | - Matthias Schröter
- Institute for Multiscale Simulation, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91052 Erlangen, Germany
| | - Ralf Stannarius
- Institut für Experimentelle Physik, Otto-von-Guericke-Universität, 39106 Magdeburg, Germany
| | - Andreas Wierschem
- Institute of Fluid Mechanics, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91058 Erlangen, Germany
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Lin CH, Su SY. Depth position detection for fast moving objects in sealed microchannel utilizing chromatic aberration. BIOMICROFLUIDICS 2016; 10:011904. [PMID: 26858810 PMCID: PMC4723411 DOI: 10.1063/1.4939943] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2015] [Accepted: 12/15/2015] [Indexed: 06/05/2023]
Abstract
This research reports a novel method for depth position measurement of fast moving objects inside a microfluidic channel based on the chromatic aberration effect. Two band pass filters and two avalanche photodiodes (APD) are used for rapid detecting the scattered light from the passing objected. Chromatic aberration results in the lights of different wavelengths focus at different depth positions in a microchannel. The intensity ratio of two selected bands of 430 nm-470 nm (blue band) and 630 nm-670 nm (red band) scattered from the passing object becomes a significant index for the depth information of the passing object. Results show that microspheres with the size of 20 μm and 2 μm can be resolved while using PMMA (Abbe number, V = 52) and BK7 (V = 64) as the chromatic aberration lens, respectively. The throughput of the developed system is greatly enhanced by the high sensitive APDs as the optical detectors. Human erythrocytes are also successfully detected without fluorescence labeling at a high flow velocity of 2.8 mm/s. With this approach, quantitative measurement for the depth position of rapid moving objects inside a sealed microfluidic channel can be achieved in a simple and low cost way.
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Affiliation(s)
- Che-Hsin Lin
- Department of Mechanical and Electro-Mechanical Engineering, National Sun Yat-sen University , Kaohsiung 804, Taiwan
| | - Shin-Yu Su
- Department of Mechanical and Electro-Mechanical Engineering, National Sun Yat-sen University , Kaohsiung 804, Taiwan
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