Samenvatting

Faults silently degrade HVAC performance, wasting energy and diminishing indoor well-being. How can artificial
intelligence help us diagnose them? This paper shares insights into challenges of large-scale practical HVAC
diagnostics and presents efforts from the Brains4Buildings project, specifically highlighting the emerging potential
of Large Language Models (LLMs) as intelligent assistants toward self-learning and adaptive diagnostics.