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Chemical Reaction Engineering Asynchronous Video Series

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Curve Fitting. Non-Linear Least-Squares Analysis (p. 252) ... E) for which the sum of the squares of the differences, the measured rate (rm) ... – PowerPoint PPT presentation

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Title: Chemical Reaction Engineering Asynchronous Video Series


1
Chemical Reaction Engineering Asynchronous
Video Series
  • Chapter 5
  • Finding the Rate Law
  • H. Scott Fogler, Ph.D.

2
Algorithm
  • Consider the following reaction that occurs in a
    constant volume batch reactor (We will withdraw
    samples and record the concentration of A as a
    function of time.)

3
Algorithm
  • Consider the following reaction that occurs in a
    constant volume batch reactor (We will withdraw
    samples and record the concentration of A as a
    function of time.)
  • Mole Balance

4
Algorithm
  • Consider the following reaction that occurs in a
    constant volume batch reactor (We will withdraw
    samples and record the concentration of A as a
    function of time.)
  • Mole Balance
  • Rate Law

5
Algorithm
  • Consider the following reaction that occurs in a
    constant volume batch reactor (We will withdraw
    samples and record the concentration of A as a
    function of time.)
  • Mole Balance
  • Rate Law
  • Stoichiometry

6
Algorithm
  • Consider the following reaction that occurs in a
    constant volume batch reactor (We will withdraw
    samples and record the concentration of A as a
    function of time.)
  • Mole Balance
  • Rate Law
  • Stoichiometry
  • Combine

7
Plotting the Data
  • Taking the natural log of

8
Plotting the Data
  • Taking the natural log of
  • The reaction order can be found from a ln-ln plot
    of

9
Plotting the Data
  • Taking the natural log of
  • The reaction order can be found from a ln-ln plot
    of

Methods for finding the slope of log-log and
semi-log graph papers may be found at
http//www.physics.uoguelph.ca/tutorials/GLP.
10
Finding the Rate Law from Concentration -Time Data
  • Given
  • Three Ways to Determine (-dCA/dt) from
    Concentration-Time Data (Graphical, Polynomial,
    Finite Difference, Non-Linear Least Squares
    Analysis)

11
Finding the Rate Law from Concentration -Time Data
  • Given
  • Three Ways to Determine (-dCA/dt) from
    Concentration-Time Data (Graphical, Polynomial,
    Finite Difference, Non-Linear Least Squares
    Analysis)
  • 1. Graphical

This method accentuates measurement error!
12
Finding the Rate Law from Concentration -Time Data
  • Given
  • Three Ways to Determine (-dCA/dt) from
    Concentration-Time Data (Graphical, Polynomial,
    Finite Difference, Non-Linear Least Squares
    Analysis)
  • 1. Graphical
  • 2. Polynomial (using Polymath)
  • CA ao a1t a2t2 a3t3 a4t4

This method accentuates measurement error!
13
Finding the Rate Law from Concentration -Time Data
  • Given
  • Three Ways to Determine (-dCA/dt) from
    Concentration-Time Data (Graphical, Polynomial,
    Finite Difference, Non-Linear Least Squares
    Analysis)
  • 1. Graphical
  • 2. Polynomial (using Polymath)
  • CA ao a1t a2t2 a3t3 a4t4
  • 3. Finite Difference

This method accentuates measurement error!
14
Curve Fitting
  • Non-Linear Least-Squares Analysis (p. 252)
  • We want to find the parameter values (alpha, k,
    E) for which the sum of the squares of the
    differences, the measured rate (rm), and the
    calculated rate (rc) is a minimum.

15
Curve Fitting
  • Non-Linear Least-Squares Analysis (p. 252)
  • We want to find the parameter values (alpha, k,
    E) for which the sum of the squares of the
    differences, the measured rate (rm), and the
    calculated rate (rc) is a minimum.
  • That is we want to be a minimum.
  • For concentration-time data, we can integrate the
    mole balance equation for -rAkCA? to obtain

16
Curve Fitting
  • Non-Linear Least-Squares Analysis (p. 252)
  • We want to find the parameter values (alpha, k,
    E) for which the sum of the squares of the
    differences, the measured rate (rm), and the
    calculated rate (rc) is a minimum.
  • That is we want to be a minimum.
  • For concentration-time data, we can integrate the
    mole balance equation for -rAkCA? to obtain
  • We find the values of ? and k which minimize S2

Polymath will find the minimum for you. Thank you
Polymath!
17
Reaction Order and Rate Constant
  • Zero Order First Order
    Second Order

18
Reaction Order and Rate Constant
  • Zero Order First Order
    Second Order
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