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Optimization of in-line phase contrast particle image velocimetry using a laboratory X-ray source

thesis
posted on 2017-02-17, 00:07 authored by Ng, King Lun
Phase contrast particle image velocimetry using a laboratory X-ray source (phase contrast X-ray PIV) is investigated by a synthetic model of a mouse lung. The lung is modelled by densely-packed 75 micron air bubbles which are embedded within water exhibiting a steady-state vortical flow. Phase contrast images of the bubbles are generated under the paraxial approximation using a tungsten X-ray spectrum at 30.0 keV. Images at a range of source-to-object and object-to-detector distances are generated, and used as input into a simulated PIV measurement. The effects of source-size-induced penumbral blurring, together with the finite dynamic range of the detector, are accounted for in the simulation. Simulation results show that the bubbles appear as speckles when phase contrast imaging is applied. The PIV measurement procedure involves using the cross-correlation between temporally-sequential speckle images to estimate the transverse displacement field for the transportation of the bubbles. Investigations of the contrast level of the images and the corresponding correlation peaks suggest that phase contrast X-ray PIV optimization is distinct from phase contrast imaging optimization. The global error in the PIV reconstruction, for the set of simulations that was performed, suggests that magnification is the key parameter for designing a laboratory-based phase contrast X-ray PIV system. For the modelled system, phase contrast X-ray PIV can be optimized in a system with magnification between 1.5 and 3. For large effective pixel size (> 20 micron), high geometric magnification (> 2.5) is desired, while for large source system (> 40 micron), low magnification ( < 1.5) is suggested instead. The model developed in this thesis can be applied to phase contrast velocimetry optimization using a variety of laboratory X-ray sources. The high degreeof- freedom of input parameters of this model is beneficial to design systems for clinical phase contrast X-ray PIV of biological flows and tissue movements.

History

Campus location

Australia

Principal supervisor

Andreas Fouras

Year of Award

2014

Department, School or Centre

Mechanical and Aerospace Engineering

Course

Master of Engineering Science (Research)

Degree Type

MASTERS

Faculty

Faculty of Engineering