Why 2 electrolytic capacitors and Schottky rectifier at power supply?

The schottky diode is probably a crude reverse voltage protection, in case the power supply can be connected the wrong way. Should have a fuse then too.
Caps have a max ripple current rating, and an ESR rating. It is common to use multiple caps for high peak current demands.
Leo..