Welcome to episode E133 of the AI Ireland podcast, the show that explores the applications and research of Data Science, Machine Learning and Artificial Intelligence on the island of Ireland.
Our mission is to increase the use of AI for the benefit of our society, our competitiveness and everyone living in Ireland.
Today’s guest is Balaji Padmanathan, Data Scientist & Masters Graduate at Uniersity College Dublin. Balaji was the winner in the Best Application of AI in a Student Project at the 2023 AI Awards for his project focusing on optimising electric vehicle charging station locations in Dublin. The aim of the project was to make Dublin more sustainable and serve as a model for global efforts to combat climate change and promote responsible urban development.
Topics include:
- Optimizing electric vehicle charging stations for viability
- Pivoting to DBSCAN and ranking methods due to data scarcity
- Utilizing open source data such as OpenStreetMap & OpenChargeMap for analysis
- Validating analysis using existing EV stations for accuracy assessment
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