Applied Parameter Estimation for Chemical Engineers

Peter Englezos, Nicolas Kalogerakis (Autoren)

Buch | Hardcover

460 Seiten

2000
Crc Press Inc (Verlag)
978-0-8247-9561-0 (ISBN)

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This book determines adjustable parameters in mathematical models that describe steady state or dynamic systems, presenting the most important optimization methods used for parameter estimation. It focuses on the Gauss-Newton method and its modifications for systems and processes represented by algebraic or differential equation models.

Englezos, Peter; Kalogerakis, Nicolas

Formulation of the parameter estimation problem; computation of parameters in linear models-linear regression; Gauss-Newton method for algebraic models; other nonlinear regression methods for algebraic models; Gauss-Newton method for ordinary differential equation (ODE) models; shortcut estimation methods for ODE models; practical guidelines for algorithm implementation; constrained parameter estimation; Gauss-Newton method for partial differential equation (PDE) models; statistical inferences; design of experiments; recursive parameter estimation; parameter estimation in nonlinear thermodynamic models - cubic equation of state; parameter estimation in nonlinear thermodynamic models - activity coefficients; parameter estimation in chemical reaction kinetic models; parameter estimation in biochemical engineering models; parameter estimation in petroleum engineering. Appendices: the Trebble-Bishnoi equation of state; derivation of the fugacity expression; listings of computer programs; contents of accompanying CD; computer program for example16.1.2; computer program for example 16.3.2.

Erscheint lt. Verlag	12.10.2000
Verlagsort	Bosa Roca
Sprache	englisch
Maße	152 x 229 mm
Gewicht	1010 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Naturwissenschaften ► Chemie ► Technische Chemie
	Technik ► Umwelttechnik / Biotechnologie
ISBN-10	0-8247-9561-X / 082479561X
ISBN-13	978-0-8247-9561-0 / 9780824795610
Zustand	Neuware