公开(公告)号：US20240125675A1

公开(公告)日：2024-04-18

申请号：US18482325

申请日：2023-10-06

申请人： Baker Hughes Holdings LLC

发明人： Wajih Asif ,  Somesh Chatterjee ,  Sahil Gandhi ,  Indukaladhar Polepeddy ,  Krissada Lertprasertwech ,  Nirjara Shah ,  John Grant ,  Benjamin Baxter

IPC分类号： G01M99/00

CPC分类号： G01M99/005

摘要： Systems, methods, and computer readable storage mediums for performing sensor health monitoring are described. The method includes receiving data characterizing measurement data values acquired by a sensor coupled to an industrial asset, identifying an anomalous data sample within the received data, removing the anomalous data sample to generate cleaned training data, training a model using the cleaned training data, generate a predicted asset data using the model, and determining an anomalous data in a new sample of asset data based on a difference between the new sample of the asset data to the predicted asset data.