GreenHulk

Problem: Extensive time to plan possible transmission line routes (years). Utilizing expensive geodata and manual planning by power line designers.

Solution: We propose power line AI assistant that uses open data to suggest optimal routes in few minutes and afterwards allows human designer to analyze ESG impact using currently unused Satellite data and propose environmentaly optimal power line.

Impact: We save thousands of ManDays for any trasmission line operator thanks to AI helping plan routes much faster and more precise due to extensive data analysis. AI ESG assistant then helps designers to find best route environmentaly, socialy and economically. We save TIME and MONEY for Ceps.

Feasibility & financials: Using Open data, traditional algorithms and LLM models we save huge costs while keeping our tools profitable. We can work on production tool without significant invesments and deliver in few months.

What is new about your solution?: There is currently no use of Aglorithms, Machine learning, LLMs and satelite data at majority of european power line operators. Thanks to our automatization, we save money and approx 10 % of Power line build time (10 year project -> 9 years)

What you have built at the hackathon - text explanation + code (e.g. GitHub link): We build a AI tool analyzing satelite data with ESG impact. We processed satelite data to LLM readible format. We also created a example of pathfinding algorithm. github https://github.com/kruzek/GreenHack dash_app is runnable example of pathfinding + streamlit app implementing LLMs processing satelite data in main.py

What you had before the hackathon, please mention open source as well: Before the hackathon we had a idea of llm chatbot, not having implemented a single line of code. The final plan to use satelite data came after discussion with CEPS mentors and their interesst in utilizing this open data.

What comes next and what you wish to achieve: We are planning to work on the tool as it posses a huge potential to use not only at CEPS but other czech or european power line operators.