Applied Parameter Estimation for Chemical Engineers
CRC Press (Verlag)
978-0-367-39802-6 (ISBN)
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.
Erscheinungsdatum | 30.09.2019 |
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Verlagsort | London |
Sprache | englisch |
Maße | 152 x 229 mm |
Gewicht | 453 g |
Themenwelt | Naturwissenschaften ► Chemie ► Technische Chemie |
Technik ► Umwelttechnik / Biotechnologie | |
ISBN-10 | 0-367-39802-8 / 0367398028 |
ISBN-13 | 978-0-367-39802-6 / 9780367398026 |
Zustand | Neuware |
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