Optimal control of buildings relies on predicting their behaviour using techniques such as mathematical modelling, data science or a combination of both. However, these predictions are typically limited to a few days. Consequently, in ground source heat pump systems, the controller is unaware whether abusive energy injection/extraction into/from the ground will deplete the source over the years. This article presents a simulation-optimization study that showcases the importance of accounting for the long-term behaviour of the ground towards the optimal operation of hybrid geothermal systems. Further theoretical energy use savings of 23.4% can be achieved compared to a baseline optimal controller that only accounts for the short-term future. |