
Smart Heat Pumps: Exploiting the potential of AI and machine learning to enhance operational efficiency
The presentation showcases three experimental applications of AI that boost the operational efficiency of heat pumps. These AI algorithms are tested under experimental conditions and surpass traditional methods by learning adaptive, tailored operating strategies directly from data.
Topic
When & Where
Details
Format:
Lecture
Language:
English
Session description
Emission reduction remains a critical objective in mitigating the environmental impact across various sectors, with the building sector contributing significantly to global emissions.
Heat pumps provide a sustainable option over traditional heating methods; however, their efficiency is limited by the diverse nature of building infrastructures. This diversity requires tailored control strategies since standard methods often fall short in meeting the specific needs and characteristics of different buildings.
In today's digital world, Artificial Intelligence (AI) is emerging as valuable tools, as they are capable of adapting to specific use cases, thus offering the ability to enhance operational efficiency. This presentation explores how AI can address the inherent complexiti ...