System and method for statistically monitoring and analyzing sensed conditions
Abstract
A system and method of monitoring and analyzing a plurality of attributes for an alarm condition is disclosed. The attributes are processed and/or unprocessed values of sensed conditions of a collection of a statistically significant number of statistically similar components subjected to varying environmental conditions. The attribute values are used to compute the normal behaviors of some of the attributes and also used to infer parameters of a set of models. Relative probabilities of some attribute values are then computed and used along with the set of models to determine whether an alarm condition is met. The alarm conditions are used to prevent or reduce the impact of impending failure.
- Inventors:
-
- Livermore, CA
- Dublin, CA
- Oakland, CA
- San Jose, CA
- Issue Date:
- Research Org.:
- Sandia National Lab. (SNL-CA), Livermore, CA (United States)
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1012770
- Patent Number(s):
- 7877234
- Application Number:
- 12/792,890
- Assignee:
- Sandia Corporation (Livermore, CA)
- DOE Contract Number:
- AC04-94AL85000
- Resource Type:
- Patent
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 97 MATHEMATICS AND COMPUTING
Citation Formats
Pebay, Philippe P, Brandt, James M, Gentile, Ann C, Marzouk, Youssef M, Hale, Darrian J, and Thompson, David C. System and method for statistically monitoring and analyzing sensed conditions. United States: N. p., 2011.
Web.
Pebay, Philippe P, Brandt, James M, Gentile, Ann C, Marzouk, Youssef M, Hale, Darrian J, & Thompson, David C. System and method for statistically monitoring and analyzing sensed conditions. United States.
Pebay, Philippe P, Brandt, James M, Gentile, Ann C, Marzouk, Youssef M, Hale, Darrian J, and Thompson, David C. Tue .
"System and method for statistically monitoring and analyzing sensed conditions". United States. https://www.osti.gov/servlets/purl/1012770.
@article{osti_1012770,
title = {System and method for statistically monitoring and analyzing sensed conditions},
author = {Pebay, Philippe P and Brandt, James M and Gentile, Ann C and Marzouk, Youssef M and Hale, Darrian J and Thompson, David C},
abstractNote = {A system and method of monitoring and analyzing a plurality of attributes for an alarm condition is disclosed. The attributes are processed and/or unprocessed values of sensed conditions of a collection of a statistically significant number of statistically similar components subjected to varying environmental conditions. The attribute values are used to compute the normal behaviors of some of the attributes and also used to infer parameters of a set of models. Relative probabilities of some attribute values are then computed and used along with the set of models to determine whether an alarm condition is met. The alarm conditions are used to prevent or reduce the impact of impending failure.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {2011},
month = {1}
}
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