Systems and methods for bearing health monitoring in power plants

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United States of America Patent

PATENT NO 10825262
APP PUB NO 20190244439A1
SERIAL NO

15890096

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Abstract

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Embodiments of the disclosure can relate to bearing health monitoring in power plants. In one embodiment, a computer-implemented method for bearing health monitoring in power plants can include receiving operational data associated with a power plant component. The method may further include receiving training data from one or more power plants. The method may further include determining a signature associated with an anomaly event of the power plant component, based at least in part on the operational data and the training data. The anomaly event of the power plant component may include a wiping of a bearing or a scoring of a bearing. The method can further include generating (1) an alert indicative of the anomaly event or (2) an alert to modify an inspection interval for the power plant component, based at least in part on a comparison of the signature with a threshold signature. The method can further include generating a repair or inspection recommendation for the power plant component, based at least in part on the comparison.

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Patent Owner(s)

Patent OwnerAddress
GE DIGITAL HOLDINGS LLC2700 CAMINO RAMON SAN RAMON CA 94583-9130

International Classification(s)

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  • 2018 Application Filing Year
  • G08B Class
  • 3379 Applications Filed
  • 2477 Patents Issued To-Date
  • 73.31 % Issued To-Date
Click to zoom InYear of Issuance% of Matters IssuedCumulative IssuancesYearly Issuances201820192020202120222023202420250255075100

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bassett, Kenneth Brian Greenville, US 1 0
Behera, Ajay Bangalore, IN 1 0
Chen, Chaochao Atlanta, US 28 39
Gowrishankar, Sudeep Bangalore, IN 1 0
Khoja, Suleman Atlanta, US 1 0
Phillips, Robert Scott Greenville, US 3 1
Sanchez, Del Valle Luis Atlanta, US 1 0
Wang, Renhua Atlanta, US 5 33

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Citation count rangeNumber of patents cited in rangeNumber of patents cited in various citation count ranges11221686134311041101 - 1011 - 2021 - 3031 - 4041 - 5051 - 6061 - 700100200300400500600700800900100011001200130014001500160017001800

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