A continuous process to separate color bodies and/or asphalthenic contaminants from a hydrocarbon mixture by passing part of the hydrocarbon mixture through a membrane over which membrane a pressure difference is maintained thereby obtaining a hydrocarbon permeate having a reduced content of color bodies and/or contaminants, wherein at regular time intervals the pressure difference over the membrane is substantially lowered.