

KAESER’s ‘Efficiency Excellence Award’ at Final Year Projects Expo 2025
Operating in Ireland for more than 30 years, KAESER has become a trusted partner to industries across the country, providing advanced systems and expert support. The Irish branch plays an important role within KAESER’s global network, helping to drive productivity, energy efficiency, and environmental stewardship while making a valuable contribution to the local economy.
This year, KAESER have kindly sponsored the Final Year Projects Expo, awarding students with the ‘Efficiency Excellence Award.’ The awardee is Evan Meegan, who completed the highly impressive project Developing an AI-Driven Buildings Energy Consumption Prediction Model Using Machine Learning (ML) Techniques for Co-Simulation.’
This project uses AI and machine learning—specifically LSTMs, RNNs, and MLPs—to predict building energy consumption from real-world time-series data. Through preprocessing and evaluation using RMSE and R² scores, the model supports smart building management and promotes energy-efficient, sustainable engineering.
Congratulations to winner Evan Meegan, and thank you to KAESER for sponsoring the event.