The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 16, 2024
Filed:
Sep. 25, 2020
General Electric Company, Schenectady, NY (US);
Zhanpan Zhang, Niskayuna, NY (US);
Guangliang Zhao, Latham, NY (US);
Jin Xia, Niskayuna, NY (US);
John Joseph Mihok, Schenectady, NY (US);
Frank William Ripple, Jr., Broadalbin, NY (US);
Kyle Raymond Barden, Troy, NY (US);
Alvaro Enrique Gil, Niskayuna, NY (US);
GE Infrastructure Technology LLC, Greenville, SC (US);
Abstract
A system and method are provided for operating a power generating asset. Accordingly, a plurality of operational data sets are received by a controller. The operational data sets include at least one indication of a performance anomaly. A plurality of predictive models are implemented by the controller to determine a plurality of potential root causes of the performance anomaly and a plurality of corresponding probabilities for each of the potential root causes. A consolidation model is generated for classifying the plurality of potential root causes and corresponding probabilities. The consolidation model is trained via a training data set to correlate the plurality of potential root causes to an actual root cause for the performance anomaly. The consolidation model is implemented by the controller to determine the actual root cause of the performance anomaly based on the plurality of potential root causes and corresponding probabilities.