What if you could create a simulation model that retains the precision of a full scale 3D analysis while running up to thousands of times faster?
This technology is already here and is called romAI! it uses Artificial Intelligence (AI) to create a reduced order model (rom) of your detailed system model. In the case of a complete system simulation, it is often sufficient to reduce components to their essential behavior, and improve run time while still achieving sufficiently accurate results.
The romAI models need just a small set of physical data or few results from 3D simulation runs to use as training data and generate the reduced order model (rom) that delivers fast run times and accurate results. romAI produces highly accurate results when operating within the training space and is even stable and useful for extrapolation outside the space.
Welcome to the unique experience of this AI driven system modeling contest, which is a fun and quick way to learn system modeling, digital twins and AI, and win exciting prizes. Your task is to create a romAI model of any system, trained with either real or simulation test data, and validate it with previously unused test data. Training material, free software, webinars and other such resources will be provided for all participants.
Join one of the regional contests! Please choose the one your university is located in. Regional winners have a further chance to win the global prize*!
The deadline for submissions is August 5th, 2022 (11:59 p.m. Eastern Standard Time).
Task A : Generate a Reduced Order Model using romAI that mimics a real-world system/digital twin to a sufficient degree of accuracy
Description:
- Generate / Acquire Suitable Test Data or use data gathered from a real-world system or from simulations of a digital twin.
- Use this data to train the romAI (create a reduced order model using AI) that mimics the real-world system/digital twin.
- Use the reduced order model you have created in an Altair Activate system model and validate it with a side by side video or pdf description showing the romAI behavior and real-world system/digital twin behavior.
Software to be used: Altair Activate
Evaluation criteria: We suggest you choose a system that is fun and interesting for you to work with. The level of complexity of the system you select is not important. It is more important to demonstrate you understand the concept and show how the romAI model was improved and moved closer to mimic the real-world system/digital twin
See the training materials section for the example model files
Task B : Optional - Creative Presentation
Description: Make a video showing the entire process of your contest solution, capture yourself talking about digital twins and how the technology excites you!
Evaluation criteria: Judges will evaluate your presentations skills, explanation of the process and the overall attractiveness and attention grabbing nature of the video you will be creating.
