What is the date of manufacture of a smith Wesson model 586 serial number aev9027?

Your best bet in this case is to contact the manufacturer and see if they will search their records for a date of manufacture. It's possible that the serial number gives a clue as to the approximate or exact date of manufacture, but that can only be determined by contacting S&W.

This type of information is rarely available in the public.