The built-in knowledge is then used to determine performance metrics, operate predictive models, and update Azure Digital Twin and ADX, enabling the identification of pumps more likely to are unsuccessful as well as the estimation in their remaining practical everyday living. This final sort differs from pistons in that they operated at reduced mo