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University of Colorado Boulder

Software - Mathematica, MATLAB, Aspen Plus

University of Colorado Boulder via YouTube

Overview

Explore a comprehensive series of screencasts covering the use of Mathematica, MATLAB, and Aspen Plus for engineering computing. Learn to create interactive simulations, perform non-linear regression, solve ODEs, and plot equations in Mathematica. Master basic functions, file management, plotting, and programming structures in MATLAB. Dive into Aspen Plus for process simulation, including property method selection, flowsheet building, reactor types, separators, heat exchangers, and pressure changers. Apply these skills to a chlorobenzene plant case study. Additionally, gain expertise in linear and non-linear regression techniques for kinetic data analysis using POLYMATH.

Syllabus

Creating Interactive Simulations in Mathematica.
Non-Linear Regression in Mathematica.
Numerically Solve ODEs with Mathematica 1.
Numerically Solve ODEs with Mathematica 2.
Plot Equations with Mathematica.
Basic Functions in MATLAB.
Introduction to MATLAB.
MATLAB Files and Functions.
MATLAB Plots.
MATLAB Solver Functions.
MATLAB Solvers.
Programming Structures in MATLAB.
Introduction to Aspen Plus: Choosing a Property Method.
Introduction to Aspen Plus: Building a Flow Sheet.
Introduction to Aspen Plus: Data Input & Running the Simulation.
Introduction to Aspen Plus: Convergence & Presentation of Results.
Introduction to Aspen Plus: Chlorobenzene Plant.
Aspen Plus: Reactor Types.
Aspen Plus: Reactor Example Problem.
Aspen Plus - Reactors: Chlorobenzene Plant.
Aspen Plus: Flash Separators.
Aspen Plus: DSTWU.
Aspen Plus: RadFrac.
Aspen Plus - Separators: Chlorobenzene Plant.
Aspen Plus: Shortcut Heat Exchanger Method.
Aspen Plus: Detailed Heat Exchanger Method.
Aspen Plus: Double Heater Method.
Aspen Plus - Heat Exchangers: Chlorobenzene Plant.
Aspen Plus: Pumps.
Apsen Plus: Compressors.
Aspen Plus: Pipes.
Aspen Plus: Valves.
Aspen Plus - Pressure Changers: Chlorobenzene Plant.
Aspen Plus: Chlorobenzene Plant.
Aspen Plus: Chlorobenzene Plant Cost.
Non-linear Regression for Kinetic Data.
Non-linear Regression for Kinetic Data Using POLYMATH.
Linear Regression for Kinetic Data.
Linear Regression for Kinetic Data Using POLYMATH.
Determining Michaelis-Menten Kinetics Parameters Using Nonlinear Regression.
Nonlinear Regression to Determine Michaelis-Menten Kinetics Parameters Using POLYMATH.
Determine Activation Energy Using Nonlinear Regression with POLYMATH.

Taught by

LearnChemE

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