Imposing steady-state performance on identified nonlinear polynomial models by means of constrained parameter estimation

@inproceedings{Aguirre2001ImposingSP,
  title={Imposing steady-state performance on identified nonlinear polynomial models by means of constrained parameter estimation},
  author={Luis Antonio Aguirre and M{\'a}rcio Falc{\~a}o dos Santos Barroso and Rodney Rezende Saldanha and Eduardo Mazoni Andrade Marçal Mendes},
  year={2001}
}
The authors present a procedure that permits the use of steady-state information to constrain the identification of nonlinear polynomial models. Such a procedure has three main steps. First, a general framework is provided that relates the static function of nonlinear global polynomial models to their terms and parameters. Second, using standard nonlinear programming techniques, a rational function is fitted to the system static function, which is assumed to be known and is used as auxiliary… CONTINUE READING
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