Projects Using Ansys Twin Builder
3 projects
Learn more about Ansys Twin Builder → Combine with other filters →Domains using Ansys Twin Builder
Thermal Digital Twin with Ansys Twin Builder
Distil a full FEA thermal model into a real-time digital twin that runs on a laptop.
Build a reduced-order thermal model (ROM) of an avionics bay using Ansys Twin Builder. You will run high-fidelity FEA thermal simulations in Ansys Mechanical to generate training snapshots, apply model order reduction to create a fast ROM, deploy it in Twin Builder connected to real-time heat dissipation inputs, and validate the ROM accuracy against new FEA solutions.
Start Project → Some AI/MLHybrid Physics-ML Digital Twin
Combine a physics-based reduced-order model with ML correction for real-time structural health monitoring
Build a hybrid digital twin in Ansys Twin Builder that combines a physics-based Reduced Order Model (ROM) of a structural component with a machine learning correction layer. The hybrid twin runs in real time, processes incoming sensor data, and provides health state estimates with uncertainty bounds for structural health monitoring.
Start Project →Build a Battery Digital Twin with Twin Builder
Create a virtual copy of a drone battery that predicts its behavior in real time
Use Ansys Twin Builder to create a simple digital twin of a lithium-polymer battery for a drone. Learn how engineers build virtual models that mirror real hardware and predict when a battery will run out of charge.
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