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Control Space monitoring
The Control Space detector is used to detect variables that have drifted outside the training envelope of the neural network model. By its nature, this technology can provides early warning of abnormal conditions and aid diagnostics by identifying the excursion variable.
Process Variable Significance
The Neural Network Significance Analyzer (NNSA), is designed to identify inputs significant to the process response. To the engineer this means minimizing the number of inputs going into a process model, discovering unknown correlations, and eliminating instrumentation not needed to determine a process response.