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Simultaneous Flow and Particle Velocity Measurements in Multiphase Flows with Applications in Hydraulic Engineering: A Review and Synthesis of Current State

https://doi.org/10.2139/ssrn.4789780
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Particle Imaging Velocimetry and Its Applications in Hydraulics: A State-of-the-Art Review
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Turbulent Flow Hydrodynamics and Sediment Transport: Laboratory Research with LDA and PIV
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Particle Tracking in Turbulent Flows
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High resolution measurement of turbulent structure in a channel with particle image velocimetry
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Non-intrusive measurements of bubble size and velocity
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Algorithms for fully automated three-dimensional particle tracking velocimetry
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Particle tracking velocimetry in three-dimensional flows
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Tomographic particle image velocimetry
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Vector post-processing algorithm for phase discrimination of two-phase PIV
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Phase discrimination method for simultaneous two-phase separation in time-resolved stereo PIV measurements
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Color contamination correction based on light intensity correlation in two-color, double-exposure particle tracking velocimetry
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Evaluation of gas- and particle-phase separation methods for velocity measurements in turbulent multiphase flows
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Simple distinction of similar-looking inertial particles and fluid tracers on camera images
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Multi-camera single-plane PIV imaging in two-phase flow for improved dispersed-phase concentration
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Experimental investigation of extreme skin friction events in polymer drag-reduced turbulent boundary layers
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Large-scale particle shadow tracking and orientation measurement with collimated light
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Visualization of submerged turbulent jets using particle tracking velocimetry
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Iterative reconstruction algorithms
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A survey of thresholding techniques
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Deep-learning-based image preprocessing for particle image velocimetry
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RETRACTED: Multi-scale experimental investigation on the fluidization of Geldart B 13X zeolite particles: A comprehensive dataset for CFD validation
inferredcites →https://doi.org/10.1016/j.ces.2009.11.014openalex-extracted
Advanced PIV/LIF and shadowgraphy system to visualize flow structure in two-phase bubbly flows
inferredcites →https://doi.org/10.1016/j.ces.2018.05.029openalex-extracted
Image processing techniques for the measurement of two-phase bubbly pipe flows using particle image and tracking velocimetry (PIV/PTV)
inferredcites →https://doi.org/10.1016/j.expthermflusci.2012.11.006openalex-extracted
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inferredcites →https://doi.org/10.1016/j.expthermflusci.2020.110246openalex-extracted
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inferredcites →https://doi.org/10.1016/j.flowmeasinst.2015.05.002openalex-extracted
Phase discrimination and a high accuracy algorithm for PIV image processing of particle–fluid two-phase flow inside high-speed rotating centrifugal slurry pump
inferredcites →https://doi.org/10.1016/j.flowmeasinst.2015.06.010openalex-extracted
A modified cross-correlation algorithm for PIV image processing of particle-fluid two-phase flow
inferredcites →https://doi.org/10.1016/j.flowmeasinst.2022.102282openalex-extracted
Particle image velocimetry in a centrifugal pump: Details of the fluid flow at different operation conditions
inferredcites →https://doi.org/10.1016/j.flowmeasinst.2023.102309openalex-extracted
Particle image velocimetry investigations on multiphase flow in fluidized beds: A review
inferredcites →https://doi.org/10.1016/j.flowmeasinst.2023.102324openalex-extracted
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inferredcites →https://doi.org/10.1016/j.flowmeasinst.2023.102363openalex-extracted
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inferredcites →https://doi.org/10.1016/j.flowmeasinst.2023.102398openalex-extracted
Applicability of deep learning optical flow estimation for PIV methods
inferredcites →https://doi.org/10.1016/j.flowmeasinst.2023.102407openalex-extracted
Optical measurement approach to analyse the tool-workpiece interacting flow of grinding processes
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inferredcites →https://doi.org/10.1016/j.fuel.2015.04.033openalex-extracted
Fast pyrolysis of biomass and waste plastic in a fluidized bed reactor
inferredcites →https://doi.org/10.1016/j.ijmultiphaseflow.2012.05.005openalex-extracted
One-way, two-way and four-way coupled LES predictions of a particle-laden turbulent flow at high mass loading downstream of a confined bluff body
inferredcites →https://doi.org/10.1016/j.ijmultiphaseflow.2015.05.015openalex-extracted
Finite-length effects on dynamical behavior of rod-like particles in wall-bounded turbulent flow
inferredcites →https://doi.org/10.1016/j.ijmultiphaseflow.2018.04.015openalex-extracted
Particle Shadow Velocimetry (PSV) in bubbly flows
inferredcites →https://doi.org/10.1016/j.ijmultiphaseflow.2022.104302openalex-extracted
Development and assessment of a particle tracking velocimetry (PTV) measurement technique for the experimental investigation of oil drops behaviour in dispersed oil–water two-phase flow within a centrifugal pump impeller
inferredcites →https://doi.org/10.1016/j.ijsrc.2022.07.006openalex-extracted
Experimental study of the settling of twin spherical particles released side by side: The impact of particle size, fluid viscosity, initial spacing, and particle density
inferredcites →https://doi.org/10.1016/j.jfluidstructs.2019.02.003openalex-extracted
Tomo-PIV measurements in the wake of a tethered sphere undergoing VIV
inferredcites →https://doi.org/10.1016/j.marpolbul.2022.114160openalex-extracted
Entrainment and vertical mixing of aquatic microplastics in turbulent flow: The coupled role of particle size and density
inferredcites →https://doi.org/10.1016/j.oceaneng.2023.114811openalex-extracted
TRPIV experimental study of coherent structures and their burst events in the boundary layer on JBC
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Deep learning for particle image velocimetry with attentional transformer and cross-correlation embedded
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Simultaneous measurement of 3D velocity and 2D rotation of irregular particle with digital holographic particle tracking velocimetry
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Experimental and numerical studies on rebound characteristics of non-spherical particles impacting on stainless-steel at high temperature
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Experiment on proppant transport in near-well area of hydraulic fractures based on PIV/PTV
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Measurement of particle/bubble motion and turbulence around it by hybrid PIV
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Partially filled pipes: experiments in laminar and turbulent flow
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Experimental analysis of particle clustering in moderately dense gas–solid flow
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Two-fluid coaxial atomization in a high-pressure environment
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On the orientation of stiff fibres suspended in turbulent flow in a planar contraction
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Experimental investigation of the instability of a sedimenting suspension of fibres
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Particle–fluid interactions in grid-generated turbulence
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Observing flow of He II with unsupervised machine learning
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Particle Image Velocimetry Measurements of the Mean Flow Characteristics in a Bubble Plume
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The orientation of semidilute rigid fiber suspensions in a linearly contracting channel
inferredcites →https://doi.org/10.1063/1.4825698openalex-extracted
Fiber tracking algorithm in combined PIV/PTV measurement of fiber suspension flow
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Dense velocity reconstruction from particle image velocimetry/particle tracking velocimetry using a physics-informed neural network
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Study liquid–liquid phase separation with optical microscopy: A methodology review
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Analysis of the wake flow behind concave curved cylinders with velocity measurements by particle image velocimetry and modal decomposition
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Simultaneous PIV/PLIF and Pulsed Shadowgraphy Measurement of Gas-Liquid Flows in a Swirling Separator
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Planar shadow image velocimetry for the analysis of the hydrodynamics in bubbly flows
inferredcites →https://doi.org/10.1088/0957-0233/24/12/125303openalex-extracted
Measurements of liquid-phase turbulence in gas–liquid two-phase flows using particle image velocimetry
inferredcites →https://doi.org/10.1088/0957-0233/25/9/095204openalex-extracted
Simultaneous two-phase flow measurement of spray mixing process by means of high-speed two-color PIV
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Reconstruction of particle image velocimetry data using flow-based features and validation index: a machine learning approach
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On the combined flow and structural measurements via robotic volumetric PTV
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A parametric study of 3D PTV algorithms based on a two-view collimated imaging model
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Thermographic 3D particle tracking velocimetry for turbulent gas flows
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Optical flow for particle images with optimization based on a priori knowledge of the flow
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Tracking in clutter with nearest neighbor filters: analysis and performance
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The effects of the median filter with different window sizes for ultrasound image
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Particle Image Velocimetry Based on a Deep Learning Motion Estimator
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Understanding Plasma–Liquid Interface Instabilities Using Particle Image Velocimetry and Shadowgraphy Imaging Methods
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Weighted Centroid Localization Algorithm: Theoretical Analysis and Distributed Implementation
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PIV Technique for the Simultaneous Measurement of Dilute Two-Phase Flows
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Experimental Investigation of Flow Field Past a Spherical Particle Settling in Viscoelastic Fluids Using Particle Image Velocimetry Technique
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A Coupled PIV PTV Technique for the Dispersed Oil-Water Two-Phase Flows Within a Centrifugal Pump Impeller
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Turbulent Dispersed Multiphase Flow
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Particle reconstruction of volumetric particle image velocimetry with the strategy of machine learning
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Scheimpflug stereocamera for particle image velocimetry in liquid flows
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Three-dimensional particle imaging by defocusing method with an annular aperture
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Simultaneous imaging of two-phase velocities in particle-laden flows by two-color optical phase discrimination
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Considerations When Applying Large-Scale PIV and PTV for Determining River Flow Velocity
inferredcites →https://doi.org/10.3390/pr10030597openalex-extracted
Experimental Characterization Techniques for Solid-Liquid Slurry Flows in Pipelines: A Review
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A Review of the Recent PIV Studies —From the Basics to the Hybridization with CFD
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Particle reconstruction of volumetric particle image velocimetry with strategy of machine learning
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