Electric water heaters, which have the capacity to act as thermal energy storage, are well suited demand management strategies in smart grid applications. However, finding balance between managing power load, reducing losses, user’s convenience, and bacterial growth control, requires accurate modelling of internal dynamics tank, including stratification. As a black box, this unknown is dependen...