If your HP Deskjet F2480 having trouble like mine, which is all LED blinking fast, you can still using the printer.
[for further information about F2480 Blinking lights, please visit this page.]
After testing my printer for various option including power adaptor, paper jam, and logic board swapping, I concluded that I having problem with scanner module.