The selection of time step in Computational Fluid Dynamics (CFD) simulations is a critical step that affects the accuracy and stability of the simulation. The time step should be small enough to capture the important flow features, but not so small that the simulation becomes computationally expensive or unstable.

@cfdanalysis.ir
#engineeredmind
#science #technology #engineering #mechanicalengineering #physics #mathematics #fluidflow
#energy #cleanenergy #techforgood

CFD Simulations + AI? 💻🧠

Shown is a cylinder Engine simulation in Simcenter STAR-CCM+ which has been used to train a ML algorithm inside of Monolith.

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#engineeredmind #science #technology #engineering #monolith #automotive #simcenter #starccm #cfd #simulation #artificialintelligence #machinelearning

⚽️ Since the #worldcup2022 is happening, here's one of my favorite projects from my time as an engineer - How does a #ronaldo free kick work?

@cfdanalysis.ir


#engineeredmind #science #technology #engineering #monolith #automotive #simcenter #starccm #cfd #simulation #artificialintelligence #machinelearning #football #siemens #worldcup

"The world is non-linear, it’s true.
But fear not, for here is a clue:
When signals are small, and stabl’ overall,
x' = Ax will do."

The bar for fidelity in physics simulation is constantly on the rise.
@cfdanalysis.ir
engineeredmind #science #technology #engineering #monolith #automotive #simcenter #starccm #cfd #
#cfd #simcenter

This simulation illustrates the application of electro-osmosis for use with micro-pumps. By creating a series of deep slots in a microchannel, and then applying a potential across the channel, fluid flow can be controlled in a MEMS-scale pump. By adjusting the applied potential, the flow rate can be controlled.
@cfdanalysis.ir


#cfd #computationalfluiddynamics #flow3d #simulation #simulationsoftware #simulations #engineering #technolog #fluiddynamics #fluidflow #turbulence #microfluidics #pump

On the same topic of energy dissipation looking back this one is actually already quite old (2016 maybe? guessing I ran this on 16 cores at the time), but this reminds me that with today's relatively easy access to powerful and much faster workstations, CFD has a lot to offer on this topic. This video shows two flow rates, you can see the low flow rate condition might be a bit under-resolved, but with a modern machine, today this could easily be run as a high accuracy model. The interaction with entrained air is of course super-interesting.

@cfdanalysis.ir
#cfd #computationalfluiddynamics #flow3d #simulation #simulationsoftware #simulations #engineering #technolog #fluiddynamics #fluidflow #turbulence #microfluidics #pump #waterinfrastructure

🔥 Heat vs. Wave Equation 🌊

As the prototypical parabolic partial differential equation, the heat equation is among the most widely studied topics in pure mathematics. Its analysis is fundamental to the broader field of partial differential equations.

The wave equation is a second-order linear partial differential equation for describing waves—as they occur in classical physics—such as mechanical waves (e.g. water waves, sound waves, and seismic waves) or light waves.

@cfdanalysis.ir


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𝐌𝐮𝐥𝐭𝐢-𝐆𝐏𝐔 𝐒𝐨𝐥𝐯𝐞𝐫 ⚡

~6 million-cell 𝐡𝐲𝐛𝐫𝐢𝐝 𝐑𝐀𝐍𝐒-𝐋𝐄𝐒 case with the upcoming 𝐒𝐥𝐢𝐝𝐢𝐧𝐠 𝐌𝐞𝐬𝐡 support 👀. With >10𝐗 speed up over CPUs, the GPU solver delivers results in hours instead of days.


@cfdanalysis.ir



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🌀 𝗩𝗶𝘀𝗰𝗼𝘀𝗶𝘁𝘆-𝗲𝗻𝗵𝗮𝗻𝗰𝗲𝗱 𝗠𝗲𝗰𝗵𝗮𝗻𝗶𝘀𝗺 𝗳𝗼𝗿 𝗯𝗶𝗼𝗴𝗲𝗻𝗶𝗰 𝗼𝗰𝗲𝗮𝗻 𝗺𝗶𝘅𝗶𝗻𝗴 🌀

Recent observations of biologically generated turbulence in the ocean have led to conflicting conclusions regarding the significance of the contribution of animal swimming to ocean mixing. Measurements indicate elevated turbulent dissipation—comparable with levels caused by winds and tides—in the vicinity of large populations of planktonic animals swimming together

@cfdanalysis.ir


#engineeredmind #science #technology #engineering #mechanicalengineering #physics #mathematics #vortex #turbulence

❤️ Love Your Heart: Personalized Digital Human Heart Models ❤️

The Living Heart Project by Dassault Systèmes

These models will establish a unified foundation for cardiovascular in silico medicine and serve as a common technology base for education and training, medical device design, testing, clinical diagnosis and regulatory science—all creating an effective path for rapidly translating current and future cutting edge innovations directly into improved patient care.

@cfdanalysis.ir

#engineeredmind #science #technology #engineering #mechanicalengineering #physics #mathematics #simulation #cae #cardiology #finiteelementanalysis

🌀 Fluidic Oscillator 🌀

A fluidic oscillator is a device with no moving parts that sprays a fluid from side to side. A nozzle funnels a fluid jet through a chamber with two feedback channels. When the jet sweeps close to one side of the chamber, part of the fluid is directed along the feedback channel and back toward the inlet. That flow feeds into a recirculating separation bubble in the middle of the chamber. As that bubble grows, it pushes the jet back toward the other feedback channel, continuing the cycle.

@cfdanalysis.ir

#engineeredmind #science #technology #engineering #mechanicalengineering #physics #mathematics #fluidmechanics #cfd #fluidflow #turbulence

Francis Turbine CFD & FEA + FSI simulation. Standard Navier-Stokes equations. Visualization of particle-like flow to enhance the flow details. Imaginary particles enter the spiral approximately at the same time in two emissions. Nice to see how the runner swallows them gradually. Did you know that some particles stay in the turbine 5 times longer than the fastest ones?

@cfdanalysis.ir

#engineeredmind
#science #technology #engineering #mechanicalengineering #physics #mathematics
#fluidmechanics #cfd #fluidflow #turbulence

⚡ 𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝗻𝗴 𝗝𝗲𝘁 𝗡𝗼𝗶𝘀𝗲 𝗳𝗼𝗿 𝗙𝘂𝗹𝗹-𝗦𝗰𝗮𝗹𝗲 𝗟𝗼𝘄-𝗕𝗼𝗼𝗺 𝗔𝗶𝗿𝗰𝗿𝗮𝗳𝘁⚡

NASA - National Aeronautics and Space Administration achieved a successful prediction of jet noise as well as jet surface interaction noise.

Findings from these simulations have already resulted in new insights and additional experimental investigations of certain flow phenomena. Gaining confidence in the predictive capabilities of hybrid RANS/LES for jet noise is another step toward vehicle certification by analysis.

@cfdanalysis.ir


#engineeredmind #science #nasa #fluidflow #hypersonic #cfd #simulation

I am hoping to put together some lunch and learn materials this year for anyone interested in CFD for water infrastructure applications. Does anyone have any favorite CFD topics you'd like us to present on? Don't be shy please comment in or message me your topics related to water modeling, chances are CFD has a role to play that I'd love to explore. For instance in this video, the topic would be modeling scour and mitigation through roughness elements behind outfalls... you get the idea, all topics related to dams & spillway hydraulics, bridge hydraulics, scour, storm water, wastewater, coastal protection... produced water and any others... all welcome!


@cfdanalysis.ir

#engineeredmind
#science #fluidflow#cfd #simulation #waterinfrastructure #cfd #hydro

⚡High Fidelity CFD Simulation of a Helicopter Rotor ⚡

Hybrid RANS-LES simulation using chimera method performed on the 7A helicopter rotor in high speed forward flight (mu = 0.4, Mtip = 0.6462).

Each blade mesh contains 5 million points and the background grid contains 4.1 billion points. 1536 CPU cores were used to run this simulation. A revolution is achieved in 24h. The video shows a Q criteria iso surface of value 5000 colored with vorticity magnitude.

@cfdanalysis.ir

#engineeredmind #science #technology #engineering #mechanicalengineering #physics #mathematics #cfd #simulation

an analysis for hydrophobic and hydrophilic fluids

@cfdanalysis.ir

#engineeredmind #science #technology #engineering #mechanicalengineering #physics #mathematics #cfd #simulation

Centrifugal pump CFD, FEA+FSI. Impeller deformation.
@cfdanalysis.ir


#Simulation #CAE #CFD #FEA #FSI #CAA #Optimization #HPC #engineering #turbomachinery

VoF to Lagrangian modell for OpenFOAM
Dear friends, we have recently presented our work for a transformation model from #VoF to #Lagrangian approach for #atomisation, disintegration and #spray applications.
the video here shows the jet break-up from a swirl nozzle: red the liquid phase modelled with VoF, green the droplets as Lagrangian particles.
Enjoy


@cfdanalysis.ir

#engineeredmind
#science #technology #engineering #mechanicalengineering #physics #mathematics
#cfd #simulation

⚡The Magnus Effect⚡

The Magnus (sometimes Robins) effect, the curvature of trajectory and the first explanation of the lateral deflection on a spinning object has already been observed around 1671 by Sir Issac Newton.

@cfdanalysis.ir


#engineeredmind #science #technology #engineering #mechanicalengineering #physics #mathematics

⚡Derivatives of the position vector (x) with respect to time have interesting names👇

Velocity (v) = dx/dt
Acceleration (a) = d²x/dt²
Jerk (j) = d³x/dt³
Snap (s) = d⁴x/dt⁴
Crackle (c) = d⁵x/dt⁵
Pop (p) = d⁶x/dt⁶

Did you know all of them? 🤔
@cfdanalysis.ir

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Did you know that minimum water splash in driver’s line of sight is a crucial aspect of vehicle safety ? CFD can accurately predict 𝐰𝐚𝐭𝐞𝐫 𝐬𝐩𝐥𝐚𝐬𝐡𝐢𝐧𝐠 and used to analyze splash angle and intensity, obtain droplet statistics for a soiling analysis, predict water loads and ingress, and much more.

@cfdanalysis.ir


#automotive #Safety #simulation #innovation #driving #CFD