I've used Meguiars APC to good effect before. As mentioned above, agitated but rinsed off with a small watering can as not to soak everything and most importantly, keep water/moisture from the electrics.
Afterwards, seal with Aerospace 303 sealant and your bay will just wipe clean in the future!