Knowledge guided neural network development

Austin, Tex.— Pavilion's Production Chain Optimization version 5.0 extends several prediction, control, and optimization applications and includes a knowledge guided gain-constrained neural network modeling algorithm previously available only to Pavilion's development engineers. The gain-constrained training algorithm permits users to add process information to neural network data modeli...

08/01/1999


Austin, Tex.— Pavilion's Production Chain Optimization version 5.0 extends several prediction, control, and optimization applications and includes a knowledge guided gain-constrained neural network modeling algorithm previously available only to Pavilion's development engineers. The gain-constrained training algorithm permits users to add process information to neural network data modeling tools to develop a neural network solution capable of accurately extrapolating when confronted with data outside the original training data region. Also, included in Production Chain Optimization is an Economic Insights application that permits real-time viewing of control, optimization, and soft sensor applications from anywhere in the enterprise.

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