Definitions for fuel up
To eat hurriedly in order to do something more interesting.
The New Hacker's Dictionary
To eat or drink hurriedly in order to get back to hacking. “Food-p?” “Yeah, let's fuel up.” “Time for a great-wall!” See also oriental food.