“…To the best of the authors' knowledge, the use of state observers to estimate the SoC of an LHTES unit which considers the whole temperature range of the storage medium within the unit is restricted to [35,43]. Despite their good accuracy, these observers are based on extended Kalman filters, which involve a highly complex design process.…”