Data processing: artificial intelligence – Knowledge processing system
Reexamination Certificate
2008-02-13
2011-10-11
Vincent, David (Department: 2129)
Data processing: artificial intelligence
Knowledge processing system
Reexamination Certificate
active
08036999
ABSTRACT:
Process data mining system and method. The system analyzes data from complex process plants or systems and operates in open-book and closed-book modes. In closed-book mode, the system monitors incoming data sets against pre-defined clusters of data values and generates reports, indicating whether incoming data is a match or a no-match with the pre-defined clusters. In open-book mode, the system generates initial clusters, without having a-priori knowledge of the component or process, and also creates clusters “on the fly”, thereby fine-tuning the analysis. A knowledge base encompasses a combination of parameters for a particular component. Clusters are defined within the knowledge base, each cluster representing a particular operating condition. The system expands clusters, within pre-defined limits, or creates new clusters, as needed, in order to accommodate incoming data values. Newly created clusters are then named, so as to indicate the particular operating conditions.
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Akhrarov Murad
Bates Joe
Millett Peter
Sharma Chanchal
Isagacity
Mathers Patricia M.
Vincent David
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