The built-in data is then used to estimate general performance metrics, run predictive styles, and update Azure electronic Twin and ADX, enabling the identification of pumps likely to are unsuccessful plus the estimation of their remaining useful daily life. productive pump operation is vital for water utilities to ensure reliable water distributi