Adjustment of data collection rate based on anomaly detection

Details Adjustment of data collection rate based on anomaly detection Adjustment of data collection rate based on anomaly detection

2007-09-27

2010-02-02

Patel, Ramesh B (Department: 2121)

Data processing: generic control systems or specific application

Generic control system, apparatus or process

Optimization or adaptive control

C700S034000, C700S046000, C700S052000, C700S053000, C700S073000, C707S793000, C709S248000, C713S375000, C713S400000

Reexamination Certificate

active

07657333

ABSTRACT:
Systems and methods that vary multiple data sampling rates, to collect sets of data with different levels of granularity for an industrial system. The data for such industrial system includes sets of data from the “internal” data stream(s) (e.g., history data collected from an industrial unit) and sets of data from an “external” (e.g., traffic data on network services) data stream(s), based in part on the criticality/importance criteria assigned to each collection stage. Each set of data can be assigned its own unique data collection rate. For example, a higher sample rate can be employed when collecting data from the network during an operation stage that is deemed more critical (e.g., dynamic attribution of predetermined importance factors) than the rest of the operation.

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