35. Kathrin Kefer - Optimizing Enery Transfer using Genetic Programming and Symbolic Regression

35. Kathrin Kefer - Optimizing Enery Transfer using Genetic Programming and Symbolic Regression

Author: Manuel Pasieka February 14, 2023 Duration: 47:08

# Summary

Today on the show I am talking to Kathrin Kefer PhD student at the JKU and her research  at Fronius where she is optimizing single household power grids with their own photovoltaik installations to reduce costs and their dependency on the energy suppliers.

Kathrin will explain to us some of the challenges when controlling how power is used, stored and distributed in a system, as well how she has developed a control system that is applying symbolic regression in a genetic algorithm paradigm to find a balance between optimal control and realtime requirements.

# References

Kathrin Kefer - https://www.linkedin.com/in/kathrin-kefer-362443132/

Symbolic regression: https://en.wikipedia.org/wiki/Symbolic_regression

Genetic Programming: https://en.wikipedia.org/wiki/Genetic_programming



Hosted by Manuel Pasieka, the Austrian Artificial Intelligence Podcast offers a grounded, local perspective on a global phenomenon. Instead of abstract theorizing, each conversation focuses on the tangible impact and practical applications of AI within Austria's unique ecosystem. You'll hear from a diverse range of guests-researchers, entrepreneurs, policymakers, and creatives-who are actively shaping this landscape, discussing both the remarkable opportunities and the nuanced challenges specific to the region. The discussions delve into how these technologies are being integrated into Austrian industry, academia, and society, moving beyond hype to examine real-world implementation and ethical considerations. This podcast serves as an essential audio forum for anyone in Austria, or with an interest in the European tech scene, looking to understand how artificial intelligence is evolving right here. It’s about the people behind the algorithms and the local stories within a global revolution. For those engaged with the content, questions and suggestions are always welcome at the provided email address.
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Welcome to the Austrian AI Podcast! I am your host, Manuel Pasieka and I am excited to share with you on this Podcast my passion for Artificial Intelligence, Machine Learning and Data Science. I will bring onto the show,…