April 18, 2024

The Surprising Mystery of the Small Dimensionless Number With a Big Effect

Scientists use them to quantify the relative strengths of completing effects in a system. In fluid characteristics, the Reynolds number is used to measure the relative strengths of inertial and viscous forces in pipeline circulation.
Just recently, with coworkers from the University of Notre Dame and Twente University, I have actually been taking a look at the problem of particle transport in the atmospheric boundary layer. This area of air is the most affordable part of the environment, and its contact with the Earths surface straight influences its habits. The physics that govern how it churns is of fantastic importance due to its function in climatic processes such as cloud development and radiation balances, and the effect on air quality and human health.
Credit: Duke University
Two completing effects identify the vertical movement and concentration of particles in this region– gravity pulling them down to the ground and turbulent air that creates drag forces that can lift them up. Scientists typically quantify these completing results by a non-dimensional settling number, Sv, which is the ratio in between how fast the particles settle in the lack of turbulence and the particular speed of the rough air flow near the surface. The standard wisdom is that when Sv is extremely large, the effects of turbulent winds on the particle motion can be overlooked, while when Sv is very small, the impacts of gravitational settling can be ignored.
In a recent paper, our mathematical simulations exposed something extremely unexpected; gravitational settling strongly affected the particle concentration profiles in a rough border layer even when Sv was very small. This bewildering result flies in the face of conventional wisdom. How can the impact of gravity on the particle concentrations be extremely strong when the non-dimensional number measuring its strength is very small?
We needed to find a method to describe this striking outcome! To do this, we constructed a specific mathematical equation for the particle concentration utilizing what are called phase-space likelihood density function approaches. According to this precise outcome, competition between distinct physical mechanisms identifies the particle concentration, and just one of them is proportional to Sv.
We then carried out an asymptotic analysis on the formulas, and the analysis showed that the other mechanisms in the concentration equation depend on height in such a way that, in specific areas of the climatic boundary layer, these other mechanisms become little compared to Sv. Even if Sv is very small, it can still be much bigger than the other aspects in the concentration equation in specific areas of the circulation.
In fact, the analysis shows that no matter how small Sv is, as long as it is not zero, there is always a region in the atmospheric limit layer where its impacts can not be disregarded. This explained the difficult arise from our mathematical simulations.
There are significant implications that follow from this striking outcome. First, practically all previous research studies have actually neglected the effect of choosing particle concentrations when considering the regime where Sv is small, and our outcomes show that this can lead to huge errors. These studies and their conclusions therefore need to be reviewed.
Second, and more usually, is that a person needs to be really careful when interpreting the meaning and implications of non-dimensional numbers in physical systems. Our outcomes show that in some cases, the use of non-dimensional numbers to measure the value of a specific result in a system can be extremely deceptive, and terrific care is required.
Referral: “Mechanisms governing the settling velocities and spatial circulations of inertial particles in wall-bounded turbulence” by A. D. Bragg, D. H. Richter and G. Wang, 4 June 2021, Physical Review Fluids.DOI: 10.1103/ PhysRevFluids.6.064302.
This work is released in Physical Review Fluids and was supported by a grant from the Army Research Office, Grant number G00003613-ArmyW911NF-17-1-0366.
Composed by Andrew Bragg, teacher of environmental and civil engineering, Duke University.

Theory and simulations expose why relatively weak impacts in some cases play a strong function in how particles move through the air close to the Earths surface area.
Non-dimensional numbers may seem like a frightening, incomprehensible term scheduled for researchers in a laboratory, however you have more experience with them than you know. The Mach number measures the speed of an object relative to the speed of noise, so whether measuring in kilometers per 2nd or miles per hour, Mach 2 is always twice the speed of noise. With the COVID-19 pandemic still raving worldwide, R0 is a crucial number constantly in the news that determines the number of people a person will infect throughout a disease, whether that time period is months, days, or weeks.

Two contending impacts figure out the vertical motion and concentration of particles in this area– gravity pulling them down to the ground and rough air that creates drag forces that can raise them up. Scientists often measure these competing effects by a non-dimensional settling number, Sv, which is the ratio between how quick the particles settle in the absence of turbulence and the particular speed of the turbulent air circulation near the surface area. The standard wisdom is that when Sv is extremely large, the results of rough winds on the particle motion can be ignored, while when Sv is extremely small, the impacts of gravitational settling can be overlooked.
How can the result of gravity on the particle concentrations be very strong when the non-dimensional number quantifying its strength is very little?
Almost all previous studies have neglected the result of settling on particle concentrations when considering the regime where Sv is little, and our outcomes reveal that this can lead to extremely large errors.