Towards flow measurement with passive accelerometers

Ensemble learning in the estimation of flow types and velocities of individual phases in multiphase flow using non-intrusive accelerometers' and process pressure data

“…Generally, the piezoelectric accelerometer is a noninvasive transducer widely used in various industrial fields. Usage of accelerometer data to study the velocity of singlephase flow is described in Medeiros et al [8] and Penttine et al [9] employing models with deep neural networks.…”