6. Graphs of Functions Defined by Tables of Data
One important way to show the relationship between variables is by using a table of values obtained by observation and experimentation.
Such data values would indicate whether the variables are related (ie. have a formula that links them).
Such points are normally plotted with a smooth curve.
Exception:
When data values are taken only for certain intervals or are averaged over the intervals, then the intervals between the points have no real meaning.
Such points are connected by straight line segments.
Example 1
The electric energy usage (in MJ) for a particular house for
each month of a certain year is given in the following table:
| Month | Jan | Feb | Mar | Apr | May | Jun |
| Energy Usage | 10 504 | 12 363 | 10 168 | 7 500 | 4 825 | 3 568 |
| Month | Jul | Aug | Sep | Oct | Nov | Dec |
| Energy Usage | 2 548 | 2 887 | 3 301 | 5 748 | 7 302 | 9 706 |
Plot these data
Example 2
Steam in a boiler was heated to 150° C. Its temperature
was then recorded each minute as follows:
| Time (min) | 0.0 | 1.0 | 2.0 | 3.0 | 4.0 | 5.0 |
| Temp (°C) | 150.0 | 142.8 | 138.5 | 135.2 | 132.7 | 130.8 |
Plot the graph.
We can estimate values of one variable for given values of the other.
For instance, the temperature after 2.5 min can be estimated from the graph as 136.7° C.
Similarly, the time taken for the steam to cool down to 141.0° C is estimated to be 1.4 min.
Linear Interpolation
A more accurate way of estimating values from a graph is called linear interpolation.
Linear interpolation assumes that if a particular value lies
between two of those listed in the table, then the corresponding
value of the other variable is at the same proportional distance
between the listed values.
Example (3)
Use linear interpolation to find the temperature of the cooling steam after 1.4 min:
| Time (min) | 1.0 | 1.4 | 2.0 |
| Temp (°C) | 142.8 | ??? | 138.5 |
We can use LiveMath to find this value for us.
Exercise
The following table gives the fraction f of the total
heating load of a system that will be supplied by a solar
collector of area A:
| f | 0.22 | 0.30 | 0.37 | 0.44 | 0.50 | 0.56 | 0.61 |
| A (m2) | 20 | 30 | 40 | 50 | 60 | 70 | 80 |
By means of linear interpolation, for A = 36
m2, find f.
Answer: 0.34
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