Yes it's normal, but it's also not supposed to be there
It sounds like you have hair algae which is a pain to get rid of.
I am assuming these are live plants so we need a little more information.
What are your parameters?
What is your light fixture?
How many hours per day are the lights on?
What are you using for ferts / carbon?