wpgs = watts per gallon
Find out how many watts of light you have (should be on the light tube) and divide that by the number of gallons in your tank.
Seems like your lights are on for pretty long so it might be that you have very low lighting levels (wpgs). If you can increase the lighting levels it might reduce the brown algae.
Hope this helps.
~ Nisha