White noise will fill out the really high frequencies (10k and higher) in the frequency spectrum which will make the song feel really 'bright'. It is very commonly used in progressive house [Dubvision, Volt and State, Stadiumx and so on]. You can try a fun experiment and import a few tracks where you can hear white noise into your DAW, then, sweep with an eq and try to find a place where you can hear white noise the most. After that try pulling it down a few dB and then do an A/B test. You will notice that even with just 2 - 3 dB reduction, the song won't feel as bright.
Some artists use rides playing together with each kick instead of white noise. For example Stadiumx use 4/4 ride in most of their tracks to fill out the really high frequencies. Other artists might just use white noise but it's purpose is pretty much the same.
White noise effects like sweeps, crashes and impacts are pretty self explanatory.