Wind farm CFD,
driven by AI

High-fidelity Large Eddy Simulations of wind farms, accessible through a conversational interface. From layout description to flow field results — in one conversation.

Wind farm wake simulation
// capabilities

What WindAI can do

Describe your wind farm scenario in plain language. The agent configures the simulation, launches it on GPU hardware, and returns results — all through chat.

[ 01 ] SETUP
Natural language config
Describe your wind farm in plain language — turbine count, spacing, layout, and inflow conditions. No scripting, no config files.
[ 02 ] PHYSICS
High-fidelity LES
Large Eddy Simulation resolves turbulent wakes, atmospheric boundary layer effects, and farm-to-farm interactions at engineering accuracy.
[ 03 ] EXECUTION
Hands-free computation
The agent handles everything — grid generation, solver setup, and job execution on GPU hardware. You just wait for results.
[ 04 ] RESULTS
Instant visualization
Velocity snapshots and wake animations delivered directly in the chat. Download or refine with follow-up prompts.
// workflow

How it works

01
Describe your scenario
Tell the agent what you want to simulate — number of turbines, spacing, wind speed, and farm layout.
02
Agent configures the run
WindAI generates the grid, boundary conditions, turbine positions, and all configuration files — validated against physical constraints.
03
Admin approves & launches
A simulation request is queued and reviewed. Once approved, the run is launched on GPU hardware and monitored in real time.
04
Results delivered
Flow field snapshots, wake statistics, and animations are returned in chat. Download or iterate with follow-up requests.
// windai in action

From prompt to simulation

01 · Natural language prompt
WindAI Agent
ReportUuser
History
Set up a 2×3 grid...
just now
Single NREL5MW...
apr 28
Set up a 2×3 grid with 5D spacing, run for 2 hours
Describe your simulation...
02 · Agent configures & validates
Set up a 2×3 grid...
runningReportUuser
History
Set up a 2×3 grid...
just now
Single NREL5MW...
apr 28
Set up a 2×3 grid with 5D spacing, run for 2 hours
Simulation configured — waiting for operator approval.
✓ Approved and now running. Results will appear here when ready.
Describe your simulation...
03 · CFD-LES result
Set up a 2×3 grid...
doneReportUuser
History
Set up a 2×3 grid...
just now
Single NREL5MW...
apr 28
Hub-height plane — V_x [t = 72 min]
CFD-LES snapshot
Describe your simulation...
// technology

Built on open-source CFD

WindAI connects cutting-edge open-source solvers to a natural language interface — keeping the physics rigorous and the workflow simple.

VirtualFluids
CFD solver based on the Lattice Boltzmann Method, developed at TU Braunschweig. Designed for turbulent flow problems and GPU-accelerated computation — enabling high-fidelity LES at a fraction of the cost of conventional solvers.
github.com/irmb/virtualfluids
wiFI — Wind Farm Interface
Flexible interface for wind turbine and farm modelling. Supports Actuator Disk and Actuator Line Models, as well as turbine and farm-level controllers — designed to couple with high-fidelity flow solvers.
source.coderefinery.org/Hkorb/wifi

Ready to simulate?

Request access and run your first CFD-LES wind farm simulation today.

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Questions? Reach us at [email protected]