Table I.
Factor name and symbol | Equation | Units | Interpretation |
---|---|---|---|
Flow Field Parameters | |||
Volume-averaged turbulent kinetic energy of the flow field (kfield) |
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) |
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 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) |
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) |
Where 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) | 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 | 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 | |
Wall shear stress (WSS) |
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) |
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) |
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) | 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) |
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 |
Non-dimensional | Allows for consideration of ωpart without the influence of tpart. Inclusion of tpart may be confounding if deaggregation occurs quickly. |