Sounds like either a problem with the battery or the USB slot on your phone.
If you connect the charger, does the phone say it's charging or does it not respond at all?
If it says it's charging, it might suggest the issue is the battery (try a new one) otherwise it's probably the USB port (you'll need to send the phone for repair, I'm afraid)