Empirical modeling with globally enforced general constraints

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United States of America Patent

PATENT NO 9147153
APP PUB NO 20140129491A1
SERIAL NO

13670187

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Abstract

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In certain embodiments, a method includes formulating an optimization problem to determine a plurality of model parameters of a system to be modeled. The method also includes solving the optimization problem to define an empirical model of the system. The method further includes training the empirical model using training data. The empirical model is constrained via general constraints relating to first-principles information and process knowledge of the system.

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Patent Owner(s)

  • ROCKWELL AUTOMATION TECHNOLOGIES, INC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Hartman, Eric Jon Austin, US 21 915
Sayyar-Rodsari, Bijan Austin, US 18 646
Schweiger, Carl Anthony Austin, US 8 237

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