The electricity the power supply provides is measured in watts. Power supplies range from 100-250 watts. Newer PCs generally use a 200 watt power supply. The more watts a power supply produces, the more peripheral devices it can support.
The power supply also contains a built in cooling fan. This circulates air within the system unit to keep the electronic components cool. This is the noise you hear when you turn on your PC.