40,799 research outputs found
Mist Flow Visualization for Round Jets in Aerosol Jet Printing
With the microdroplets of water serving as light scattering particles, the
mist flow patterns of round micro-jets can be visualized using the Aerosol
Jet(R) direct-write system. The visualization images show that the laminar mist
jet appears to extend to more than 20 times the diameter of nozzle orifice, D,
for jet Reynolds number Re < 600, especially with D = 0.3 mm and less. For
smaller jets (e.g., with D = 0.15 mm), laminar collimated mist flow might be
retained to 40xD for Re < 600 and for Re ~ 1500 within 20xD from the nozzle.
The laminar part of mist flow associated with larger jets (e.g., with D = 1.0
mm for Re < 600) tends to exhibit noticeable gradual widening due to viscous
diffusion. For free jets, their breakdown length--the distance from nozzle
where transition from laminar to turbulent mist flow takes place as signaled by
the inception of a rapid widening of mist stream--is shown to decrease with
increasing Re. The presence of impingement wall tends to prevent turbulence
development, even when the wall is placed further downstream of the free-jet
breakdown length for a given Re . The critical Re for an impinging jet to
develop turbulence increases as the standoff S is reduced. The mist flow of
impinging jet of D = 1.0 mm seems to remain laminar even for Re > 4000 at S =
12 mm.Comment: 12 pages, 10 figure
A citizen-science approach to muon events in imaging atmospheric Cherenkov telescope data: the Muon Hunter
Event classification is a common task in gamma-ray astrophysics. It can be
treated with rapidly-advancing machine learning algorithms, which have the
potential to outperform traditional analysis methods. However, a major
challenge for machine learning models is extracting reliably labelled training
examples from real data. Citizen science offers a promising approach to tackle
this challenge.
We present "Muon Hunter", a citizen science project hosted on the Zooniverse
platform, where VERITAS data are classified multiple times by individual users
in order to select and parameterize muon events, a product from cosmic ray
induced showers. We use this dataset to train and validate a convolutional
neural-network model to identify muon events for use in monitoring and
calibration. The results of this work and our experience of using the
Zooniverse are presented.Comment: 8 pages, 3 figures, in Proceedings of the 35th International Cosmic
Ray Conference (ICRC 2017), Busan, South Kore
A computational study of high-speed microdroplet impact onto a smooth solid surface
Numerical solutions of high-speed microdroplet impact onto a smooth solid
surface are computed, using the interFoam VoF solver of the OpenFOAM CFD
package. Toward the solid surface, the liquid microdroplet is moving with an
impinging gas flow, simulating the situation of ink droplets being deposited
onto substrate with a collimated mist jet in the Optomec Aerosol Jet printing
process. The computed values of maximum spread factor, for the range of
parameters of practical interest to Aerosol Jet printing, were found in very
good agreement with some of the correlation formulas proposed by previous
authors in the literature. Combining formulas selected from different authors
with appropriate modifications yields a maximum spread factor formula that can
be used for first-order evaluations of deposited in droplet size during the
Aerosol Jet technology development. The computational results also illustrate
droplet impact dynamics with lamella shape evolution throughout the spreading,
receding-relaxation, and wetting equilibrium phases, consistent with that
observed and described by many previous authors. This suggests a
scale-invariant nature of the basic droplet impact behavior such that
experiments with larger droplets at the same nondimensional parameter values
may be considered for studying microdroplet impact dynamics. Significant free
surface oscillations can be observed when the droplet viscosity is relatively
low. The border line between periodic free surface oscillations and aperiodic
creeping to capillary equilibrium free surface shape appears at the value of
Ohnesorge number around 0.25. Droplet bouncing after receding is prompted with
large contact angles at solid surface (as consistent with findings reported in
the literature), but can be suppressed by increasing the droplet viscosity
Gluon saturation and pseudo-rapidity distributions of charged hadrons at RHIC energy regions
We modified the gluon saturation model by rescaling the momentum fraction
according to saturation momentum and introduced the Cooper-Frye hydrodynamic
evolution to systematically study the pseudo-rapidity distributions of final
charged hadrons at different energies and different centralities for Au-Au
collisions in relativistic heavy-ion collisions at BNL Relativistic Heavy Ion
Collider (RHIC). The features of both gluon saturation and hydrodynamic
evolution at different energies and different centralities for Au-Au collisions
are investigated in this paper.Comment: 14 pages, 4 figure
Deficient Reasoning for Dark Matter in Galaxies
Astronomers have been using the measured luminosity to estimate the {\em
luminous mass} of stars, based on empirically established mass-to-light ratio
which seems to be only applicable to a special class of stars---the
main-sequence stars---with still considerable uncertainties. Another basic tool
to determine the mass of a system of stars or galaxies comes from the study of
their motion, as Newton demonstrated with his law of gravitation, which yields
the {\em gravitational mass}. Because the luminous mass can at best only
represent a portion of the gravitational mass, finding the luminous mass to be
different or less than the gravitational mass should not be surprising. Using
such an apparent discrepancy as a compelling evidence for the so-called dark
matter, which has been believed to possess mysterious nonbaryonic properties
and present a dominant amount in galaxies and the universe, seems to be too far
a stretch when seriously examining the facts and uncertainties in the
measurement techniques. In our opinion, a galaxy with star type distribution
varying from its center to edge may have a mass-to-light ratio varying
accordingly. With the thin-disk model computations based on measured rotation
curves, we found that most galaxies have a typical mass density profile that
peaks at the galactic center and decreases rapidly within of the
cut-off radius, and then declines nearly exponentially toward the edge. The
predicted mass density in the Galactic disk is reasonably within the reported
range of that observed in interstellar medium. This leads us to believe that
ordinary baryonic matter can be sufficient for supporting the observed galactic
rotation curves; speculation of large amount of non-baryonic matter may be
based on an ill-conceived discrepancy between gravitational mass and luminous
mass which appears to be unjustified
Enhancing coverage and reducing power consumption in peer-to-peer networks through airborne relaying
Experimental and theoretical research on the electrical conductivity of a liquid desiccant for the liquid desiccant air-conditioning system: LiCl aqueous solution
At present, the energy consumption in buildings occupies a large proportion of total energy use, and air-conditionings cost a large proportion of energy in the buildings. The liquid desiccant air-conditioning system has a good energy saving potential and the electrodialysis (ED) regeneration is a reliable choice for the liquid desiccant regeneration. In order to establish the energy consumption model and the performance coefficient model of liquid desiccant air-conditioning system based on ED regeneration using LiCl, experimental and theoretical research on the electrical conductivity of LiCl aqueous solution with a lot of concentrations and temperatures was conducted in this paper. The results show that when polynomial degrees of the mass concentration and the temperature of the LiCl aqueous solution are both 3, the electrical conductivity model for the LiCl aqueous solution is most suitable as its simplicity and high accuracy. Moreover, when the concentration is 36% and the temperature is 22 °C, the liquid desiccant cooling system has the maximum COP of about 5. Finally, a case study of a small office room was conducted, and the result shows that the liquid desiccant cooling system based on electrodialysis regeneration has a good energy-saving potential
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