Operating data of a specific Aquatic Center as a Benchmark for dynamic model learning: search for a valid prediction model over an 8-hour horizon. (arXiv:2303.07195v2 [cs.LG] UPDATED)

This article presents an identification benchmark based on data from a public
swimming pool in operation. Such a system is both a complex process and easily
understandable by all with regard to the stakes. Ultimately, the objective is
to reduce the energy bill while maintaining the level of quality of service.
This objective is general in scope and is not limited to public swimming pools.
This can be done effectively through what is known as economic predictive
control. This type …

article arxiv benchmark center data dynamic energy general hour identification prediction process public quality reduce search service swimming pools