Gen AI in Electrical and Electronics Engineering

[krishmission]

Hi,

I would like to know the processes, tools, api, LLM used for Gen AI in the field of Electrical and Electronics Engineering. Like how Gen AI can improve the performance, efficiency and cost optimzation on a Electrical Design. How better is Adversarial Training  to generate specific Electrical and electronic designs?. How Automated Circuit Design, Optimization of Power distribution systems, fault detection and diagnosis and predictive maintenance of electrical infrastructure by Gen AI?

[Roderick]

Hi @krishmission,

Thanks so much for your question! Our forums are primarily for developers using various Google Cloud Products, so I fear you might not find the answers to you (really interesting) general questions about AI as it relates to Electrical Engineering. Here's a breakdown of resources to help you dive deeper into Generative AI for Electrical and Electronics Engineering:

Research Papers and Articles

• Generative AI in Engineering:
  • "Generative AI and machine learning are engineering the future in these 9 disciplines" (ZDNet): https://www.zdnet.com/article/generative-ai-and-machine-learning-are-engineering-the-future-in-these...
  • "Generative AI in Design Tools: Solving the Engineering Productivity Crisis" (Cadence Blogs): https://community.cadence.com/cadence_blogs_8/b/corporate/posts/generative-ai-in-design-tools-solvin...
• Specific Applications
  • Circuit Design: Search on Google Scholar, arXiv, or IEEE Xplore for terms such as "generative AI circuit design," "AI-driven circuit synthesis."
  • Power Systems: Search for "generative AI power grid optimization," "AI in microgrid management".
  • Fault Detection: Search for "generative AI fault diagnosis," "AI in predictive maintenance electronics".

Industry Publications and Blogs

• ZDNet: https://www.zdnet.com/
• Forbes Technology Council: https://www.forbes.com/sites/forbestechcouncil/
• Cadence Blogs: https://community.cadence.com/cadence_blogs_8
• EE Times: https://www.eetimes.com/
• EDN: https://www.edn.com/

Tool and Library Websites

• Circuit Simulators
  • SPICE: https://en.wikipedia.org/wiki/SPICE
  • LTspice: https://www.analog.com/en/design-center/design-tools-and-calculators/ltspice-simulator.html
• Machine Learning
  • TensorFlow: https://www.tensorflow.org/
  • PyTorch: https://pytorch.org/
  • Scikit-learn: https://scikit-learn.org/

Best of luck!