专利名称:REAL-TIME SPATIO-TEMPORAL COHERENCE ESTIMATION FOR AUTONOMOUS MODE
IDENTIFICATION AND INVARIANCE
TRACKING
发明人:JAMES, MARK, L.,MACKEY, RYAN, M., E.,PARK, HAN, G.,ZAK, MICHAIL
申请号:EP02721321
申请日:20020306
公开号:EP1374167A4
公开日:
20061025
专利内容由知识产权出版社提供
摘要:A general method of anomaly detection (208) from time-correlated nsor data is disclod. Multiple time-correlated signals are received. Their cross-signal behavior is compared against a fixed library of invariants. The library is constructed during a training process, which is itlf data-driven using the same time-correlated signals. The method is applicable to a broad class of problems and is designed to respond to any departure from normal operation, including faults or events that lie outside the training envelope.
申请人:CALIFORNIA INSTITUTE OF TECHNOLOGY
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