Domna Ladopoulou, a researcher in the Department of Statistical Science at UCL, is working on improving the efficiency and reliability of wind energy production through statistical and machine learning modelling approaches. Her research focuses on developing a probabilistic condition monitoring system for wind farms using SCADA data to detect faults and failures early. This system aims to enhance the sustainability of wind farms by reducing maintenance costs and improving overall reliability. 

Donna's methodology involves non-parametric probabilistic methods like Gaussian processes and probabilistic neural networks, which offer flexibility and computational efficiency. She emphasizes the importance of informed decision-making in sustainability and the potential for her research to be scaled globally, particularly in regions with high wind power reliance.

Date of episode recording: 2024-05-30T00:00:00Z
Duration: 00:17:34
Language of episode: English
Presenter:Stephanie Dickinson
Guests: Domna Ladopoulou
Producer: Nathan Green

Sustainability in Statistical Modelling of Wind Energy with Domna Ladopoulou

Join us in this special episode as we explore UCL's evolved Grand Challenge: Data-Empowered Societies.

In this podcast, you’ll hear from UCL staff about the transformative potential of this Grand Challenge, ethical data practices, and the importance of interdisciplinary collaboration.
This episode features UCL colleagues, including:

•	Prof. Allison Littlejohn, Professor of Learning Technology and Director of the UCL Knowledge Lab
•	Prof. Jack Stilgoe, Professor of Science and Technology, Department of Science & Technology Studies
•	Dr Jin Gao, Lecturer in Digital Archives, Department of Information Studies
•	Samantha Ahern, Senior Digital Research Trainer, Digital Skills Development  

For more information on how to get involved, visit our website or contact us at grand-challenges@ucl.ac.uk
	
Producers: Huda Ahmed, Lisa Juangbhanich, Phil Mason
Narrator: Huda Ahmed

Link to transcript:  https://www.ucl.ac.uk/grand-challenges/impacts-and-outputs/podcasts/disruptive-voices/disruptive-voices-episode-8-data-empowered-societies

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