Brother printer making a high frequency whiring sound on standby

I just bought a brand new brother printer (model:DCP-L2627DWE) and I've noticed this high frequency whiring sound coming from the right hand side. Happens when the printer is on/sleep, I didn't have it on my last HP inkjet printer. Its a little annoying especially in a quiet room. Is this normal?