Hi can't understand how the capacitors work on the right hand side of the transformer, can someone explain it to me please.

Thanks

 

These two links will help you.

http://en.wikipedia.org/wiki/Voltage_multiplier#Operation
http://www.vishay.com/docs/88842/anusingr.pdf

 

Hi praondevou, thanks for the links, they are very helpful