The increasing penetration of renewable energies brings into sharp relief the potential thermal storages, particularly in multi-energy networks. Indeed, they offer low storage cost without environmental concerns. But since physical phenomena during operation thermocline storages are complex, associated models come with long calculation times. Consequently, their integration within live manageme...