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Title: Statistical Fault Detection & Diagnosis Expert System

STATMON is an expert system that performs real-time fault detection and diagnosis of redundant sensors in any industrial process requiring high reliability. After a training period performed during normal operation, the expert system monitors the statistical properties of the incoming signals using a pattern recognition test. If the test determines that statistical properties of the signals have changed, the expert system performs a sequence of logical steps to determine which sensor or machine component has degraded.
Authors:
Publication Date:
OSTI Identifier:
1230375
Report Number(s):
STATMON; 001142MLTPL00
DOE Contract Number:
P
Resource Type:
Software
Software Revision:
00
Software Package Number:
001142
Software Package Contents:
Media Directory; Software Abstract; Media Includes Source Code;\ 1 3.5 Diskette
Software CPU:
MLTPL
Open Source:
No
Source Code Available:
Yes
Other Software Info:
All programming and operational features are fully documented with comment lines in STATMON''s C source code.
Related Software:
The First Class (R) expert system shell was used during development and validation.
Research Org:
Argonne National Lab. (ANL), Argonne, IL (United States)
Sponsoring Org:
DOE/NE
Country of Publication:
United States

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