A multivariate statistical analysis technique for on-line fault prediction

2008 International Conference on Prognostics and Health Management, PHM 2008

Volumn , Issue , 2008, Pages

  Youree, Roger K ^a   Yalowitz, Jeffrey S ^a   Corder, Aaron ^b   Ooi, Teng K ^b,c  

^a Instrumental Sciences Inc   (United States)

^b ARMED FORCES INSTITUTE OF PATHOLOGY   (United States)

^c OFFICE OF NAVAL RESEARCH   (United States)

Author keywords

Condition based maintenance; Fault detection; Health monitoring; Prognostics

Indexed keywords

CONDITION-BASED MAINTENANCE; DATASTREAM (CO); DETERMINATION ALGORITHM; EQUIPMENT MAINTENANCE; EQUIPMENT SPECIFICATIONS; FAULT PREDICTION (FP); FEATURE PATTERNS; HEALTH MONITORING; IN-SITU; PHYSICAL MODEL (PM); PROGNOSTICS; SIMILARITY ANALYSIS; SIMILARITY METRICS; STAGE ALGORITHM; STATISTICAL ANALYSIS (IGC: E4/K7); THRESHOLD VALUE(T);

ALGORITHMS; CONDITION MONITORING; DATA MINING; ELECTRON EMISSION; EQUIPMENT; EXTRACTION; FAULT DETECTION; HEALTH; INSTRUMENT DISPLAYS; MAINTENANCE; MODELS; MULTIVARIANT ANALYSIS; SENSORS; STATISTICS; STRUCTURES (BUILT OBJECTS); WINDOWS;

STATISTICAL METHODS;

EID: 78650759214     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PHM.2008.4711447     Document Type: Conference Paper

References (7)

1. Jeffrey S. Yalowitz, Roger K. Youree, and Gregory J. Romanowski, "Predictive Fault Detection for Unmanned Communications Facilities, Final Technical Report," Instrumental Sciences, Inc., December 2004.
2. William H. Press, et al, Numerical Recipes in C, Cambridge, UK: Cambridge University Press 1988.
3. Stephen Kokoska and Daniel Zwillinger, Standard Probability and Statistics Tables and Formulae, New York: Chapman and Hall/CRC 2000.
4. Alvin Rencher, Methods of Multivariate Analysis, New York: John Wiley and Sons, Inc. 1995.
5. Bryan F. J. Manly, Multivariate Statistical Methods: A Primer, New York: Chapman and Hall 1986.
6. James L. Melsa and David L. Cohn, Decision and Estimation Theory, New York: McGraw-Hill 1978.
7. M. McGranaghan and F. Kinder, "Evaluating Motor and Transformer Inrush Currents", December 2006.