Seeking Recommendations for Generative AI Tools For Automatic Control

jacktaylor

Hey everyone!

I hope you’re all doing well. I’ve recently started exploring Generative AI and its potential applications in control systems, and I’m eager to learn more about the tools available out there.

I’m particularly interested in any recommendations you might have for user-friendly Generative AI tools that can aid in modeling, simulation, or analysis. If anyone has had good experiences with specific platforms or software, I’d love to hear about them. When I was searching for the same I came across these resources/articles https://state-space.ieeecss.org/d/4245-ieee-transactions-on-automatic-control-october-2024 Generative AI tools, however they are good but I want to learn more from community members.

Thanks in advance for your suggestions, I really appreciate it.

Best Regards

achakrabarty

We've done a little bit of work in this area:
1) https://ieeexplore.ieee.org/document/10666537 -> Controller design (SMPC) informed by GenAI
2) https://ieeexplore.ieee.org/document/10666585 -> Controller validation using GenAI scenarios

Generally, though, interfacing contextual generative models (e.g. transformer-based GenAI) is a nascent area with many potential applications.