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.

Date of Patent:
Apr. 15, 2014

Filed:

Mar. 29, 2010
Applicants:

Randall L. Bickford, Orangevale, CA (US);

Rahul M. Palnitkar, Lincoln, CA (US);

Vo Lee, Elk Grove, CA (US);

Inventors:

Randall L. Bickford, Orangevale, CA (US);

Rahul M. Palnitkar, Lincoln, CA (US);

Vo Lee, Elk Grove, CA (US);

Assignee:

Intellectual Assets LLC, Lake Tahoe, NV (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 15/18 (2006.01); G06N 99/00 (2010.01); G06N 3/00 (2006.01); G01N 21/27 (2006.01); G01R 35/00 (2006.01); G06Q 50/06 (2012.01); H02J 3/00 (2006.01); G01D 18/00 (2006.01); G01D 21/00 (2006.01); G01P 21/00 (2006.01); G05D 3/12 (2006.01); G05D 5/00 (2006.01); G05D 9/00 (2006.01);
U.S. Cl.
CPC ...
G06N 99/005 (2013.01); G06N 3/004 (2013.01); G01N 21/274 (2013.01); G01R 35/005 (2013.01); G06Q 50/06 (2013.01); H02J 3/00 (2013.01);
Abstract

An adaptive model training system and method for filtering asset operating data values acquired from a monitored asset for selectively choosing asset operating data values that meet at least one predefined criterion of good data quality while rejecting asset operating data values that fail to meet at least the one predefined criterion of good data quality; and recalibrating a previously trained or calibrated model having a learned scope of normal operation of the asset by utilizing the asset operating data values that meet at least the one predefined criterion of good data quality for adjusting the learned scope of normal operation of the asset for defining a recalibrated model having the adjusted learned scope of normal operation of the asset.


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