My Stanley 500 1000 amp charger/compressor won't charge??

Depends how long the unit has been just 'sitting' without being used! My neighbour had a similar problem after leaving his for over a year unused. The battery that's in it simply died. In order to maintain these units in good working order they need to be used regularly - that is charged and discharged. The unit may need a new battery I'm afraid!