10073421 cites 3 patents.

System and method for improving operation of an industrial automation system, which includes a control system that controls operation of an industrial automation process. The control system includes a feature extraction block that determines extracted features by transforming process data determined during operation of an industrial automation process based at least in part on feature extraction parameters; a feature selection block that determines selected features by selecting a subset of the extracted features based at least in part on feature selection parameters, in which the selected features are expected to be representative of the operation of the industrial automation process; and a clustering block that determines a first expected operational state of the industrial automation system by mapping the selected features into a feature space based at least in part on feature selection parameters.

Title
Predictive monitoring and diagnostics systems and methods
Application Number
14/943621
Publication Number
10073421 (B2)
Application Date
November 17, 2015
Publication Date
September 11, 2018
Inventor
Apurva Prakash Samudra
Mountain View
CA, US
Alexander Barton Smith
Round Rock
TX, US
Kadir Liano
Pflugerville
TX, US
Bijan Sayyarrodsari
Austin
TX, US
Agent
Fletcher Yoder P C
Assignee
Rockwell Automation Technologies
OH, US
IPC
G05B 13/04
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