In-Situ Fault Detection of Submerged Pump Impellers Using Encapsulated Accelerometers and Machine Learning

Sahil P. Wankhede, Xiangdong Xie, Ali H. Alshehri +5

Vertical turbine pumps in oil and gas operations rely on motor-mounted accelerometers for condition monitoring. However, these sensors cannot detect faults at submerged impellers e…