Talk and Paper @ NMPC 2024
- conferences
Johannes van Randenborgh presented his publication “MPC using mixed-integer programming for aquifer thermal energy storages” at NMPC 2024 in Kyoto, Japan.
The talk was presented at the 8th IFAC conference on nonlinear model predictive control. We would like to thank the organizing committee for having the outstanding opportunity to present our latest research.
Aquifer thermal energy storages (ATES) are used to temporally store thermal energy in groundwater saturated aquifers. Typically, two storages are combined, one for heat and one for cold, to support heating and cooling of buildings. This way, the use of classical fossil fuel-based heating, ventilation, and air conditioning can be significantly reduced. Exploiting the benefits of ATES beyond “seasonal” heating in winter and cooling in summer as well as meeting legislative restrictions requires sophisticated control. We propose a tailored model predictive control (MPC) scheme for the sustainable operation of ATES systems, which mainly builds on a novel model and objective function. The new approach leads to a mixed-integer quadratic program. Its performance is evaluated on real data from an ATES system in Belgium.
Contact Johannes for further details or have a look in the paper:
Preprint: https://arxiv.org/abs/2404.09786
