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. Author manuscript; available in PMC: 2020 Jun 7.
Published in final edited form as: AAPS J. 2019 Feb 7;21(2):25. doi: 10.1208/s12248-018-0281-y

Table I.

Factors expected to influence dispersion of the aerosol.

Factor name and symbol Equation Units Interpretation
Flow Field Parameters
Volume-averaged turbulent kinetic energy of the flow field (kfield) kfield=1VolVolk dvol
Where Vol is the volume of the DAC unit and k is the turbulent kinetic energy at each location in the volume.
m2/s2 Turbulent kinetic energy arises from turbulent velocity fluctuations and is directly proportional to turbulent strength or intensity. It is expected that high k will break apart aggregates thereby reducing MMAD and will also help remove particles from the walls.
Volume-averaged specific dissipation rate of the flow field (ωfield) ωfield=1VolVolω dvol
Where Vol is the volume of the DAC unit and ω is the specific dissipation rate at each location in the volume.
1/s The specific dissipation rate is defined as k1/2Cμ1/4 l where l is the turbulent length scale and Cμ is a constant. High values of ω indicate elevated k together with small l. Longest et al. (14) interpreted this as high k in small eddies and proposed that this was ideal for maximizing small particle deaggregation using turbulence.
Non-dimensional turbulent kinetic energy of the flow field (k*field) kfield*=kfield1Vinlet2104
Where Vinlet is the mean velocity of the inlet air jet.
Non-dimensional Vinlet has an inverse relation with expected particle residence time. Therefore, high Vinlet reduces the exposure time to the turbulent field and is expected to reduce deaggregation. A multiplier of 104 is used to increase values to O(10).
Non-dimensional specific dissipation rate of the flow field (ω*field) ωfield*=ωfield tinlet
Where tinlet=Vol13/Vinlet and provides a representative exposure time of particles to the flow field.
Non-dimensional Longer exposure time is expected to improve deaggregation. The resulting parameter is similar to the non-dimensional specific dissipation (NDSD) proposed by Longest et al. (14) and shown to correlate with deaggregation of airborne particles moving through a 3D array of rods.
Non-dimensional eddy viscosity (k*field / ω*field) kfield*ωfield*=kfieldωfield1Vinlet2 tinlet Non-dimensional Represents turbulent or eddy viscosity, which significantly increases shear stress on the particles. The mean value represents eddy viscosity throughout the flow field.
k*field x ω*field kfield* ωfield*=kfieldωfield tinletVinlet2 Non-dimensional Does not have a physical interpretation like the eddy viscosity. Instead, it represents a modified version of ωfield where k is increasingly important and represented as k3/2Cμ1/4 l
Wall shear stress (WSS) WSS=Aμtotaldudn dA
Where A is the surface area of the DAC unit, μtotal is the total viscosity at the wall including both laminar and turbulent components, u is the local velocity parallel to the wall and n is the local wall-normal coordinate.
N/m2 The WSS is an area-averaged value computed over the wall surface of the DAC unit. High WSS is expected to remove particles from the wall and therefore correlate with emitted dose.
Particle Trajectory Parameters
Average particle residence time (tpart) tpart=1ni=1ntrajectorydt
Where n particles are considered and the integral is performed for each particle from its starting point through the DAC outlet.
s Average particle residence time within the DAC unit geometry based on particle number.
Average particle turbulent kinetic energy (kpart) kpart=1ni=1ntrajectoryk dt
Where k is the local turbulent kinetic energy experienced by each particle along its trajectory.
(m2/s2)*s or N*m or
Joules
Represents the history of k a particle experiences over its trajectory through the system. Both k and exposure time to k are expected to be directly proportional to deaggregation. Units represent work (J) performed by turbulence on the particle.
Non-dimensional particle turbulent kinetic energy (k*part) kpart*=kpart1Vinlet2 1tinlet Non-dimensional Of the available time scales, use of tinlet provided the strongest correlation with the experimental data.
Average particle specific dissipation rate (ωpart or ω*part) ωpart*=1ni=1ntrajectoryω dt
Where ω is the local specific dissipation rate experience by each particle along its trajectory.
Non-dimensional Represents the history of ω a particle experiences over its trajectory through the system. Both ω and exposure time to ω are expected to be directly proportional to deaggregation.
Non-dimensional
ωpart / tpart
ωparttpart*=ωparttpart tinlet Non-dimensional Allows for consideration of ωpart without the influence of tpart. Inclusion of tpart may be confounding if deaggregation occurs quickly.