3 Engineering Example 1

3.1 Arrhenius’ law

Introduction

Chemical reactions are very sensitive to temperature; normally, the rate of reaction increases as temperature increases. For example, the corrosion of iron and the spoiling of food are more rapid at higher temperatures. Chemically, the probability of collision between two molecules increases with temperature, and an increased collision rate results in higher kinetic energy, thus increasing the proportion of molecules that have the activation energy for the reaction, i.e. the minimum energy required for a reaction to occur. Based upon his observations, the Swedish chemist, Svante Arrhenius, proposed that the rate of a chemical reaction increases exponentially with temperature. This relationship, now known as Arrhenius’ law, is written as

k = k 0 exp E a R T (1)

where k is the reaction rate constant, k 0 is the frequency factor, E a is the activation energy, R is the universal gas constant and T is the absolute temperature. Thus, the reaction rate constant, k , depends on the quantities k 0 and E a , which characterise a given reaction, and are generally assumed to be temperature independent.

Problem in words

In a laboratory, ethyl acetate is reacted with sodium hydroxide to investigate the reaction kinetics. Calculate the frequency factor and activation energy of the reaction from Arrhenius’ Law, using the experimental measurements of temperature and reaction rate constant in the table:

T 310 350
k 7.757192 110.9601

Mathematical statement of problem

Given that k = 7.757192 s 1 at T = 310 K and k = 110.9601 s 1 at T = 350 K, use Equation (1) to produce two linear equations in E a and k 0 . Solve these to find E a and k 0 . (Assume that the gas constant R = 8.314 J K 1 mol 1 .)

Mathematical analysis

Taking the natural logarithm of both sides of (1)

ln k = ln k 0 exp E a R T = ln k 0 E a R T

Now inserting the experimental data gives the two linear equations in E a and k 0

ln k 1 = ln k 0 E a R T 1 (2)

ln k 2 = ln k 0 E a R T 2 (3)

where k 1 = 7.757192, T 1 = 310 and k 2 = 110.9601, T 2 = 350.

Firstly, to find E a , subtract Equation (2) from Equation (3)

ln k 2 ln k 1 = E a R T 1 E a R T 2 = E a R 1 T 1 1 T 2

so that

E a = R ( ln k 2 ln k 1 ) 1 T 1 1 T 2

and substituting the values gives

E a = 60000  J mol 1 = 60  kJ mol 1

Secondly, to find k 0 , from (2)

ln k 0 = ln k 1 + E a R T 1 k 0 = exp ln k 1 + E a R T 1 = k 1 exp E a R T 1

and substituting the values gives

k 0 = 1.0 × 1 0 11  s 1

Task!

The reaction

2 N O 2 ( g ) 2 N O ( g ) + O 2 ( g )

has a reaction rate constant of 1.0 × 1 0 10 s 1 at 300 K and activation energy of 111 kJ mol 1 = 111000 J mol 1 . Use Arrhenius’ law to find the reaction rate constant at a temperature of 273 K.

Rearranging Arrhenius’ equation gives

k 0 = k exp E a R T

Substituting the values gives k 0 = 2.126 × 1 0 9  s 1

Now we use this value of k 0 with E a in Arrhenius’ equation (1) to find k at T = 273 K

k = k 0 exp E a R T = 1.226 × 1 0 12  s 1

Task!

For a chemical reaction with frequency factor k 0 = 0.5 s 1 and ratio E a R = 800 K, use Arrhenius’ law to find the temperature at which the reaction rate constant would be equal to 0.1 s 1 .

Rearranging Equation (1)

k k 0 = exp E a R T

Taking the natural logarithm of both sides

ln k k 0 = E a R T

so that

T = E a R ln k k 0 = E a R ln k 0 k

Substituting the values gives  T = 497  K

As a final example we consider equations involving the hyperbolic functions.

Example 8

Solve the equations

  1. cosh 3 x = 1
  2. cosh 3 x = 2
  3. 2 cosh 2 x = 3 cosh 2 x 3
Solution
  1. From its graph we know that cosh x = 0 only when x = 0 , so we need 3 x = 0 which implies

    x = 0 .

  2. cosh 3 x = 2 implies e 3 x + e 3 x 2 = 2 or e 3 x + e 3 x 4 = 0

    Now multiply through by e 3 x (to eliminate the term e 3 x ) to give

    e 3 x e 3 x + e 3 x e 3 x 4 e 3 x = 0 or ( e 3 x ) 2 4 e 3 x + 1 = 0

    This is a quadratic equation in the variable e 3 x so substituting y = e 3 x gives

    y 2 4 y + 1 = 0 implying y = 2 ± 3 so y = 3.7321 or 0.26795

    e 3 x = 3.7321 implies x = 1 3 ln 3.7321 = 0.439 to 3 d.p.

    e 3 x = 0.26795 implies x = 1 3 ln 0.26795 = 0.439 to 3 d.p.

  3. We first simplify this expression by using the identity: cosh 2 x = 2 cosh 2 1 . Thus the original equation 2 cosh 2 x = 3 cosh 2 x 3 becomes cosh 2 x + 1 = 3 cosh 2 x 3 or, when written in terms of exponentials:

    e 2 x + e 2 x 2 = 3 ( e 2 x + e 2 x 2 ) 4

    Multiplying through by 2 e 2 x gives e 4 x + 1 = 3 ( e 4 x + 1 ) 8 e 2 x or, after simplifying:

    e 4 x 4 e 2 x + 1 = 0

    Writing y = e 2 x we easily obtain y 2 4 y + 1 = 0 with solution (using the quadratic formula):

    y = 4 ± 16 4 2 = 2 ± 3

    If y = 2 + 3 then 2 + 3 = e 2 x implying x = 0.65848 to 5 d.p.

    If y = 2 3 then 2 3 = e 2 x implying x = 0.65848 to 5 d.p.

Task!

Find the solution for x if tanh x = 0.5 .

First re-write tanh x in terms of exponentials:

tanh x = e x e x e x + e x = e 2 x 1 e 2 x + 1

Now substitute into tanh x = 0.5 :

e 2 x 1 e 2 x + 1 = 0.5 implies ( e 2 x 1 ) = 1 2 ( e 2 x + 1 ) so e 2 x 2 = 3 2 so, finally, e 2 x = 3

Now complete your solution by finding x :

x = 1 2 ln 3 = 0.549306

Alternatively, many calculators can directly calculate the inverse function tanh 1 . If you have such a calculator then you can use the fact that

tanh x = 0.5 implies x = tanh 1 0.5 to obtain directly x = 0.549306

Example 9

Solve for x if 3 ln x + 4 log x = 1 .

Solution

This has logs to two different bases. So we must first express each logarithm in terms of logs to the same base, e say. From Key Point 8

log x = ln x ln 10

So 3 ln x + 4 log x = 1 becomes

3 ln x + 4 ln x ln 10 = 1 or ( 3 + 4 ln 10 ) ln x = 1

leading to ln x = ln 10 3 ln 10 + 4 = 2.302585 10.907755 = 0.211096 and so

x = e 0.211096 = 1.2350311

Exercises
  1. Solve for the variable x :
    1. π = 1 0 x
    2. 1 0 x 2 = 3
    3. 1 17 π x = 4
  2.  Solve the equations
    1. e 2 x = 17 e x ,
    2. e 2 x 2 e x 6 = 0 ,
    3. cosh x = 3 .
    1. x = log π = 0.497
    2. x 2 = log 3 and so x = 2 log 3 = 0.954
    3. 17 π x = 0.25 so π x = 16.75 therefore x = log 16.75 log π = 1.224 0.497 = 2.462
    1. Take logs of both sides: 2 x = ln 17 + x x = ln 17 = 2.833
    2. Let y = e x then y 2 2 y 6 = 0 therefore y = 1 ± 7 (we cannot take the negative sign

      since exponentials can never be negative). Thus x = ln ( 1 + 7 ) = 1 . 2936 .

    3. e x + e x = 6 therefore e 2 x 6 e x + 1 = 0 so e x = 6 ± 36 4 2 = 3 ± 8

      We have, finally x = ln ( 3 + 8 ) = 1.7627 or x = ln ( 3 8 ) = 1.7627