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:
Oct. 15, 2019
Filed:
Jun. 21, 2016
General Electric Company, Schenectady, NY (US);
Adolfo Anta Martinez, Bavaria, DE;
General Electric Company, Niskayuna, NY (US);
Abstract
A machine monitoring device is provided which includes a communications link to interrogate a machine with a probe signal and receive one or more measured machine operating condition outputs; and a device controller capable of selecting a machine operating condition input variable for which a corresponding machine operating condition output is unknown; applying a predictive model in which the machine operating condition input variable serves as an argument of a predicted machine operating condition output; updating a library of predicted machine operating condition outputs; and alerting a human operator if a measured or predicted machine operating condition output exceeds a predetermined limit. The predictive model is based on at least two independent primary models having at least one correspondence between a primary model machine operating condition and a corresponding machine output. The primary models share a common basis in the predictive model.