low pass filters pass low frequencies, which means they block high frequencies.
If you look at the reactance of circuit components which change their impedance based on frequency, it will be relatively easy to understand, assume you have a 5 ohm load across a 24 volt source. If you add an inductor in series with the load, the inductive reactance is low at low frequencies (since X = 2pifL) as frequencies increase, so too does the reactance.
Alternatively, you can add a capacitor in parallel, does the same, since the capacative reactance decreases with frequency, the capacitor in parallel looks like a shunt to high frequency (this is why capacitors (decoupling capacitors) are added in parallel with loads in the most common form of bridge rectifier circuit, they short high frequencies to ground as frequency gets high (ie, transients)
You can use math to tune the filter, and add capacitors . inductors as you need to, in order to create the circuit whereby only specific ranges of frequencies can be applied to a load..