Powering Arduino with 12V AC-DC Adapter Jack
You can use that to power the Arduino through the barrel jack or the VIN pin.  The only way you end up with smoke is if you try to pull too much current through that setup.  Don't power any motors or solenoids directly off of output pins for example.