Unfortunately, I don't think you can ever really forget someone. Not sure where you read about that. Maybe you need help grieving the fact that you don't get to have the relationship that you want with this person so that you can move on.
I tried to get my therapist to help me just stop wanting things I cannot have. He tells me that isn't possible without heavy duty illegal drugs.