She died in a tragic accident at a baseball game. Maude was killed when Homer ducked at the last second to pick up a bobby pin. She was knocked off the grandstand by a t-shirt cannon at the Springfield Speedway. Her rescue was prevented as Homer had parked in the ambulance zone, impeding their rescue attempt. (from the Wikipedia article about the Flanders Family)