Experimental Characterization of Sample Tubing Dynamics for the Improvement of Droplet Microfluidic Feedback Control Systems
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Date
2024-11-05
Authors
Advisor
Ren, Carolyn
Erkorkmaz, Kaan
Erkorkmaz, Kaan
Journal Title
Journal ISSN
Volume Title
Publisher
University of Waterloo
Abstract
This thesis presents the development of an experimental methodology to characterize
pressure transient dynamics across liquid sample tubing in the plant of a pressure-driven
droplet microfluidic feedback control system (PDMFCS). To progress the PDMFCS towards
being a widely adopted fluidic analysis tool for non-expert end-users in various
biochemical fields, i.e. progressing the PDMFCS towards modularity, will require utilization
of an accurate plant model to establish informed and robust control system design
procedures. Increased accuracy in the plant model can be obtained through development of
experimental methods to characterize the dynamics associated with the plant components.
Previous PDMFCS implementations have approximated the sample tubing dynamics using
a hydrodynamic equivalent circuit model (HECM), but did not experimentally validate
this model. As well, pressure transient studies performed for other fluid applications do
not model a flow scenario physically similar to that occurring through the sample tubing
during PDMFCS operation, further justifying the need for this present study.
Pressure transient dynamics across the sample tubing of the PDMFCS plant were found
to be characterized as an approximately linear first-order system with transport lag through
estimation of a transfer function (TF), with 95% confidence in uncertainty in the estimated
parameters, from an experimental frequency response obtained by simultaneously measuring
pressure waves at the inlet and outlet of the sample tubing. Decreasing the average
inlet pressure, increasing the tubing length to inner diameter ratio, or increasing the fluid
viscosity, resulted in a decrease of the corner frequency (an increase in the time constant)
of the frequency (step) response of the experimentally estimated TF. Comparing experimentally
estimated TF dynamics to those predicted by the HECM showed that, due to the
assumption of hydrodynamic steady-state flow inherent to its derivation, the HECM fails
to quantitatively approximate the pressure transient dynamics across the sample tubing.
The primary conclusion of this study is that the experimentally estimated TF should be
used, instead of the HECM, to approximate the sample tubing dynamics within the PDMFCS
plant model. Using the experimentally estimated TF to approximate the pressure
transient dynamics across the sample tubing should improve the plant model accuracy,
such that informed and robust control system design methodologies can be developed for
the PDMFCS, which will enhance the modular potential of the system.
Description
Keywords
control systems, microfluidics, droplet microfluidics, fluid mechanics