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The Impact of Particles on Fluid Flow

Exploring how particles affect the movement of fluids in pipes.

Martin Leskovec, Sagar Zade, Mehdi Niazi, Pedro Costa, Fredrik Lundell, Luca Brandt

― 6 min read


Particles in Pipes: A Particles in Pipes: A Complex Flow dynamics in various industries. Examining how particles disrupt fluid
Table of Contents

Imagine you're in a water park, sliding down a twisty water slide. Now, think of that slide as a pipe carrying a mixture of water and small balls, like marbles. This mixture is a bit of a party crasher as it changes how the water Flows, making it more chaotic. This article will look into how the size and number of these little balls affect the flow in a pipe. Trust me; it's more exciting than it sounds!

What's Happening in the Pipe?

In many industries, we deal with pipes carrying liquids mixed with solid Particles. You might find this in places like a juice factory or when dealing with sewage. But here’s the kicker: as you add these solid particles to the liquid, everything changes.

When you squeeze a tube of toothpaste, the Pressure builds up, and out comes that thick, minty goodness. Similarly, when particles are added to the flow in a pipe, it creates pressure differences that we need to measure and understand.

To really get the ins and outs of how these particles mess with the flow, scientists have been using two main methods: doing experiments and running computer simulations. Both methods help to shed light on how the flow behaves when particles are tossed into the mix.

The Influence of Particle Size and Volume

Now, let's get back to our water park slide. When you throw in some marbles, it's essential to think about their size. Small marbles will behave differently than big ones. In our study, we looked at how different sizes and quantities of marbles (or particles) affect the water flow.

Imagine trying to fit a giant beach ball into a tube; it won’t be easy! Bigger particles in a fluid create more friction and chaos, just like trying to squeeze through a crowded hallway with a giant bag of chips. On the other hand, smaller particles can often get mixed in without causing too much Turbulence.

We found that as more and more particles are added, they begin to affect how quickly the fluid can flow. At low flow rates, small changes can have significant effects on how the liquid moves. But as the flow gets faster, the impact of those particles starts to fade away, like a soda can losing its fizz.

Testing the Flow

To test how this all works, we set up an experiment using three different-sized pipes and four different sizes of particles. We used a mixture made of sugar and water to match the density of the particles. This made sure everything was so sweet that even the science nerds couldn’t resist it!

We pumped our sugary sludge through these pipes and measured how much pressure dropped as it flowed. It’s like trying to see how fast you can drink a thick milkshake through a straw.

Using fancy equipment, we measured both the flow speed and how the particles were distributed in the fluid. This gave us a good idea of what was going on in there.

What Did We Find?

So, what did we learn from our experiment? First, that adding particles leads to an increase in Drag, which is just a fancy way to say that it slows down the flow. This is because the particles create bumps and obstacles that the fluid has to work against.

Here’s where it gets interesting: the change in the flow wasn’t straightforward. Sometimes, more particles made the flow slower, while at other times, it didn’t have as much of an impact. It’s a bit like a chaotic dance party where everyone is stepping on each other's toes!

As we varied the size of both the particles and the pipes, we noticed that the effect of particle size on flow differed. For smaller particles, the flow was smoother, while larger particles tended to cause more disruption.

The Pipe Party: Particle Migration

When we looked closely, we found that the larger particles liked to hang out in the center of the pipe, while the smaller ones spread out more evenly. Picture a school dance where the big kids are hogging the buffet table while the little ones are mingling around. This migration plays a significant role in how smoothly the fluid flows.

In pipes with a lot of particles, the flow starts to resemble that of a quiet stream with rocks. The rocks (or particles) create pockets where the water can’t flow as easily. This can lead to some surprising results, like lower speeds in certain areas of the pipe.

The Mystery of Turbulence

Turbulence is like the wild child of fluid dynamics. It makes everything chaotic and unpredictable. Adding solid particles into the mix increases turbulence, especially at lower flow rates. It’s like trying to navigate a crowded beach when a wave crashes in; everything gets tossed around!

As the flow rate increases, the turbulence caused by particles seems to smooth out. It's almost as if the water gets used to the marbles floating in it, and they start to behave more normally. Think of it as getting used to a rock concert where you start to enjoy the chaos instead of being overwhelmed by it!

Simplifying the Chaos

To make sense of this chaos, we tried to create a universal curve that could predict how the drag would change based on the size and number of particles. It’s like trying to find a universal rule for how much dessert is too much-everyone has a different opinion!

By applying our findings, we developed a master curve to help predict how the addition of particles impacts the flow. This can be helpful in industries where fluids carry solid particles, ensuring smoother operations and better predictions.

Real-World Applications

So, why should you care about what happens to particles in a pipe? Well, many industries rely on transporting fluids mixed with solids. This includes food production, waste management, and even oil drilling.

Understanding how these particles behave can lead to lower energy consumption, better processing, and even improved product quality. It's a win-win for everyone involved, and who doesn't want to save a little energy while making things run smoother?

Conclusion

In summary, our adventure through turbulent pipe flow has shown us that solid particles can significantly affect the flow of fluids. By investigating the size, concentration, and flow rates of these particles, we uncovered valuable insights that can help streamline processes across various industries.

Next time you sip your drink through a straw, remember that your beverage might just be dealing with its very own party of particles. Whether they’re dancing in the center or hanging out at the edges, there’s a lot going on that we don’t always see!

So, let’s raise a glass to the science of flow and the quirky particles that make it all happen!

Original Source

Title: Turbulent pipe flow with spherical particles: drag as a function of particle size and volume fraction

Abstract: Suspensions of finite-size solid particles in a turbulent pipe flow are found in many industrial and technical flows. Due to the ample parameter space consisting of particle size, concentration, density and Reynolds number, a complete picture of the particle-fluid interaction is still lacking. Pressure drop predictions are often made using viscosity models only considering the bulk solid volume fraction. For the case of turbulent pipe flow laden with neutrally buoyant spherical particles, we investigate the pressure drop and overall drag (friction factor), fluid velocity and particle distribution in the pipe. We use a combination of experimental (MRV) and numerical (DNS) techniques and a continuum flow model. We find that the particle size and the bulk flow rate influence the mean fluid velocity, velocity fluctuations and the particle distribution in the pipe for low flow rates. However, the effects of the added solid particles diminish as the flow rate increases. We created a master curve for drag change compared to single-phase flow for the particle-laden cases. This curve can be used to achieve more accurate friction factor predictions than the traditional modified viscosity approach that does not account for particle size.

Authors: Martin Leskovec, Sagar Zade, Mehdi Niazi, Pedro Costa, Fredrik Lundell, Luca Brandt

Last Update: 2024-11-15 00:00:00

Language: English

Source URL: https://arxiv.org/abs/2411.10162

Source PDF: https://arxiv.org/pdf/2411.10162

Licence: https://creativecommons.org/licenses/by/4.0/

Changes: This summary was created with assistance from AI and may have inaccuracies. For accurate information, please refer to the original source documents linked here.

Thank you to arxiv for use of its open access interoperability.

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