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US Patent 9752960 System and method for anomaly detection

Patent 9752960 was granted and assigned to Electric Power Research Institute (Epri) on September, 2017 by the United States Patent and Trademark Office.

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Is a
Patent
Patent

Patent attributes

Current Assignee
Electric Power Research Institute (Epri)
Electric Power Research Institute (Epri)
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
9752960
Patent Inventor Names
David Robert Noble3
Tim Lieuwen3
Brian Poole3
Leonard Angello3
Date of Patent
September 5, 2017
Patent Application Number
14359539
Date Filed
November 22, 2011
Patent Citations Received
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US Patent 11713725 Lean blowout precursor detection for gas turbines
1
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US Patent 11867397 Gas turbine
2
Patent Primary Examiner
‌
An Do
Patent abstract

A system and method for anomaly detection is provided. The system (100) and method (200) include utilizing one or more processors, such as in a server, for receiving (108) operational and dynamics data (104) from sensors associated with devices (102), filtering the data, establishing a set of baseline dynamics data and eliminating data dependencies (110). The system and method further include generating an expected level of data variation (112), identifying an anomaly based on a deviation of the device data from the baseline data normalized by the expected level of data variation (114), optionally correlating an anomaly with potential causes, and providing an output indicating an anomaly (116).

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