Method and system of creating health operating envelope for...

Details Method and system of creating health operating envelope for... Method and system of creating health operating envelope for...

2011-06-07

2011-06-07

Starks, Jr., Wilbert L (Department: 2129)

Data processing: artificial intelligence

Machine learning

C706S045000

Reexamination Certificate

active

07958062

ABSTRACT:
A method and system for creating healthy operating envelope from only data samples obtained during normal operation/behavior of dynamic systems is provided. This method determines healthy operating envelope by clustering a stream of discrete event code sequences from the underlying system under normal operation condition only. The method is unsupervised, that is, requiring no prior knowledge of event code patterns corresponding to different operation conditions. Such created envelope can be used for fault detection and health monitoring of dynamic systems.

REFERENCES:
Yu, Analyses of Power System Vulnerability and Total Transfer Capability, Doctoral Dissertation, Texas A&M University, 2005, pp. 1-123.

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