I needed an adequate power supply that could give enough voltage to the electromagnets. I started with a 9 volt battery but this didn't have enough power. I then tried to use a computer power supply. Although, this had enough voltage, it was not safe to use in the long run.

I then decided to invest in a professional 12 volt power supply. This protected against short circuits and was perfect for my purposes!