To calculate the power required for the spot welding operation, follow these steps:
1. **Volume of the Nugget:** The nugget is a cylindrical shape. Use the formula for the volume of a cylinder:
\( V = \pi r^2 h \)
Given, diameter = 5 mm, so radius \( r = 2.5 \) mm, and height \( h = 1 \) mm.
Substituting the values:
\( V = \pi \times (2.5)^2 \times 1 = \pi \times 6.25 \approx 19.63 \) mm³
2. **Total Melting Energy Required:** The energy required to melt the nugget is calculated by multiplying the volume by the melting energy per unit volume:
\( \text{Energy} = V \times \text{Melting energy} = 19.63 \times 20 = 392.6 \) J
3. **Actual Energy Consumption:** The heat conversion efficiency is given as 10%, so:
\( \text{Actual energy consumed} = \frac{392.6}{0.1} = 3926 \) J
4. **Calculate Power Required:** Power is energy divided by time. Given that the welding time is 0.1 seconds:
\( \text{Power} = \frac{3926}{0.1} = 39260 \) W = 39.26 kW
The power required for the spot welding operation is 39.26 kW.
Considering the actual demand and the forecast for a product given in the table below, the mean forecast error and the mean absolute deviation, respectively, are:

P and Q play chess frequently against each other. Of these matches, P has won 80% of the matches, drawn 15% of the matches, and lost 5% of the matches.
If they play 3 more matches, what is the probability of P winning exactly 2 of these 3 matches?