Assessment of current challenges of domestic hot water production, accounting for individual preferences and occupant behaviour.

The key objective of this doctoral project is to develop a reinforcement learning-based framework for occupant-centric operation of hot water systems.

This framework will be able to learn the stochastic behaviour of users and the stochastic renewable energy potential, and thus enable a balance between energy use, comfort and hygiene in hot water systems.