Larry A. Glasgow, Department of Chemical Engineering, Kansas State University
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Machine generated contents note: 1. Problem Formulation and Model Development 1 Introduction Algebraic Equations from Vapor-Liquid Equilibria )VLE( Macroscopic Balances--Lumped-Parameter Models Force Balances--Newton's Second Law of Motion Distributed Parameter models--Microscopic Balances A Contrast: Deterministic Models and Stochastic Processes Empiricisms and Data Interpretation Conclusion References Problems 2. Algebraic Equations 82 Introduction Elementary Methods Simultaneous Linear Algebraic Equations Simultaneous Nonlinear Algebraic Equations Algebraic Equations with Constraints Conclusion References Problems 3. Vectors and Tensors 46 Introduction Manipulation of Vectors Green's Theorem Stokes' Theorem Conclusion References Problems 4. Numerical Quadrature 09 Introduction Trapezoid Rule Simpson's Rule Newton-Cotes Formulae Roundoff and Truncation Errors Romberg Integration Adaptive Integration Schemes Integrating Discrete Data Multiple Integrals )Cubature( Conclusion References Problems 5. Analytic Solution of Ordinary Differential Equations 621 An Introductory Example First Order Ordinary Differential Equations Nonlinear First Order Ordinary Differential Equations Higher Order Linear ODE's with Constant Coefficients Higher Order Equations with Variable Coefficients Bessel's Equation and Bessel Functions Power Series Solutions of ODE's Regular Perturbation Linearization Conclusion References Problems 6. Numerical Solution of Ordinary Differential Equations 671 An Illustrative Example The Euler Method Runge-Kutta Methods Simultaneous Ordinary Differential Equations Limitations of Fixed Step-Size Algorithms Richardson Extrapolation Multistep Methods Split Boundary Conditions Finite Difference Methods Stiff Differential Equations Bulirsch-Stoer Method Phase Space Summary References Problems 7. Analytic Solution of Partial Differential Equations 222 Introduction Classification of Partial Differential Equations and Boundary Conditions Fourier Series The Product Method )Separation of Variables( Applications of the Laplace Transform Approximate Solution Techniques The Cauchy-Riemann Equation, Conformal Mapping, and Solutions for the Laplace Equation Conclusion References Problems 8. Numerical Solution of Partial Differential Equations 003 Introduction Elliptic Partial Differential Equations Parabolic Partial Differential Equations Hyperbolic Partial Differential Equations Elementary Problems with Convective Transport A Numerical Procedure for Two-Dimensional Viscous Flow Problems MacCormack's Method Adaptive Grids Conclusion References Problems 9. Integro-Differential Equations 073 Introduction An Example of Three-Mode Control Population Problems with Hereditary Influences An Elementary Solution Strategy VIM: The Variational Iteration Method Integro-Differential Equations and the Spread of Infectious Disease Examples Drawn from Population Balances Conclusion References Problems 01. Time Series Data and the Fourier Transform 414 Introduction A 91th Century Idea The Autocorrelation Coefficient A Fourier Transform Pair The Fast Fourier Transform Smoothing Data by Filtering Modulation )Beats( Some Familiar Examples Conclusion and Some Final Thoughts References Problems 11. An Introduction to the Calculus of Variations and the Finite Element Method 164 Some Preliminaries Notation for the Calculus of Variations Brachistochrone Problem Other Examples A Contemporary COV Analysis of an Old Structural Problem Systems with Surface Tension The Connection Between COV and the Finite Element Method Conclusion References Problemsd