It's interesting that the car audio guys show these super caps
connected right on the 12v supply right at their audio amps.
But if you have ever looked at the 12v power while a car is running, you
know that there's some pretty nasty noise spikes going on.
bigger capacitor is meant for
storing energy,
not filtering any noise, for filtering purpose smaller farads and higher volt are used, just like in EE circuit. but as i said, most car audio nerds know nothing about it, they only believe what the retailer said, at least nerdies in my place here.
those bigger capacitors will play their roles when the speaker goes "BOOM" at frequency usually at 10-50Hz (subwoofing bass) at close to 90-120dB sound pressure, at that moment no battery/alternator will be able to provide the energy needed. without it, the battery level will goes floored (shorted), which will damage the amplifier (unstable). mainly it will be coupled with super high Watt amplifier/speaker but battery and alternator space is limited. and its mainly only for competition, NOT a "comfortable cruising experience"
ps: i know coz my bro is sound competition nerd. at right this moment, he is on his way back from main city (hoster) from a sound competition. they got 3rd place in the state
and they use 2-3 lorry sized LA batt in his sedan car
he knows sh*t about EE though