Road grime, dried insect parts, and grease can cause wiper blades to vibrate. First, you need to clean the windshield. Wipe the edge of the blade with a clean, damp cloth or cotton ball and a little bit of household alcohol.  With the wiper arms raised, check for excessive play and tighten as necessary. By refilling windshield washer fluid, you can reduce windshield rattle.