Kernel-based system and method for estimation-based equipment condition monitoring
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United States of America Patent
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Issued Date -
Nov 24, 2005
app pub date -
May 3, 2005
filing date -
May 3, 2004
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Abandoned
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Abstract
A system for monitoring in real-time the health of equipment or the performance of a process utilizing a universal modeling technique that generates estimates of parameters for gauging early indications of anomalies. A kernel regression model such as the Nadaraya-Watson may be used, and may be in autoassociative form. Kernel optimization is automatically provided. A support vector regression can be substituted for the kernel regression.
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