If the forecast is looking bleak, why not spend the day at Stadtmuseum? You'll be surprised just how much you can learn about days gone by here.
To visit this collection of historical artifacts, head to Wolfsburg. There are plenty of other things to see and do in the area, including Volkswagen Autostadt Complex, Badeland, and Volkswagen AutoMuseum.