A Systematic Grey-Box Modeling Methodology via Data Reconciliation and SOS Constrained Regression

Developing the so-called grey box or hybrid models of limited complexity for process systems is the cornerstone in advanced control and real-time optimization routines. These models must be based on fundamental principles and customized with sub-models obtained from process experimental data. This a...

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