
PROBLEM
The fluctuations of the coal calorific value should be minimized before the combustion.The combustion plant could use three different types of coal (A, B and C). The calorific values of the representative samples have been examined in a lab and are presented ni the following table:
| Type | Calorific value [kJ/kg] |
||
|
Sample No. 1 |
Sample No. 2 |
Sample No. 3 |
|
| A | 6700 | 6490 | 6910 |
| B | 8375 | 8090 | 8650 |
| C | 7535 | 7765 | 7305 |
This fluctuation should be minimized through achieving an optimal mixture of this components. The mean calorific value of the mixture should be 7830 kJ/kg.
SOLUTION
All the measurements and constraints listed above are entered in the MIX++® application. The following table shows percentage ratios of components in mixture, as well as mean values and standard deviations ( Sn-1 ) of all components in comparison to the mixture, as obtained from a successfully finished computation:
| Type |
mean calorific value
[kJ/kg] |
stand. deviation Sn-1 [kJ/kg] |
percentage [%] |
| A | 6700.0 |
210.0 | 12.25 |
| B | 8371.7 | 280.0 | 47.48 |
| C | 7535.0 | 230.0 | 40.27 |
|
Mixture (MIX) |
7830.0 |
164.07 |
100.00 |
The following probability distribution diagram is constructed under the assumption that calorific value of the components is distributed according to normal Gaussian distribution:

Calorific value - probability distribution diagram
As these diagrams reveal, the standard deviation of the mixture is considerably smaller then the standard deviation of any of the components in the mixture.