Neal,
If the battery is too weak, a PS2 engine won't get out of neutral in conventional mode.
Test the battery by starting the engine and then turning off track power. If sounds do not persist for 6-7 seconds, charge the battery until they do. If the battery is still weak after charging overnight, replace it.