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Title: Adaptive model training system and method

Patent ·
OSTI ID:1163977
;

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.

Research Organization:
Intellectual Assets LLC, Lake Tahoe, NV (United States)
Sponsoring Organization:
USDOE
DOE Contract Number:
FG02-04ER83949
Assignee:
Intellectual Assets LLC (Lake Tahoe, NV)
Patent Number(s):
8,892,478
Application Number:
13/803,436
OSTI ID:
1163977
Resource Relation:
Patent File Date: 2013 Mar 14
Country of Publication:
United States
Language:
English

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Related Subjects

97 MATHEMATICS AND COMPUTING