Simple Green Extreme is the stuff that you need. The difficult part about ANY cleaning solution you use is proper rinsing to remove all traces of the soap. I am not sure about dish washing detergent and how it will affect the aluminum if you cannot rinse it out of all of the little spaces between the fins.
The Extreme Simple Green was designed for cleaning aircraft where it was assumned that you might rinse every bit of it off. It is designed not to corrode the aluminum.
I believe Home Depot lists it on the online page so you should be able to order it and have it delivered to your home or to the store near you.