Chemical engineering mathematical models

Thread Content

http://www.namipan.com/d/447f32b18955cec1256ac8076bd241977122743be6f12600 Modeling Methods in Chemical Engineering. Prerequisites: Principles of Mass Transfer, Advanced Engineering Mathematics, Fundamentals of Chemical Engineering. Objectives and requirements: To introduce the mathematical models and modeling methods commonly used in chemical engineering; by using typical problems from chemical engineering, to explain the concepts, principles, and methods involved in physical modeling, mathematical modeling, and numerical solution; to provide reference examples for modeling, so that students can grasp the basic concepts and mathematical tools and apply these modeling methods flexibly to solve specific problems in chemical engineering. Summary: Chapter 1 Foundations of Mathematical Models: Types of Mathematical Models ； Principles and methods of mathematical modeling ； Selection of Model Type Chapter 2: Chemical and Chemical Engineering Foundations of Mathematical Models: Dimensional Homogeneity ； Material balance ； Conservation of momentum ； Heat balance ； phase equilibrium ； Chemical Reaction Stoichiometry and Kinetics Chapter 3: Elementary Empirical Models: Dimensional Analysis ； Linear and nonlinear regression ； Neural Network Models Chapter 4 Discrete (Lumped Parameter) Models: Single-Stage Models ； Balanced-level model ； Multi-stage balance level model ； Stage efficiency ； Unbalanced stage model ； Dynamic lumped-parameter models Chapter 5 Differential equation (distributed-parameter) models: Model establishment ； Boundary conditions ； Analytical solution ； Numerical Solutions Chapter 6 Stochastic Mathematical Models: Sequences of Random Variables ； Markov process ； Stochastic dynamic process ； Time Series Models Chapter 7: Methods of Mathematical Modeling: Criteria for Extrema in Polymorphic Systems ； Mechanism correction of simple models ； Quantification of qualitative indicators ；