I worked for a company years ago that used this concept in an actual marketed product (a touchscreen PC-based device for a dedicated purpose). The use case involved being plugged and unplugged from power repeatedly during the day, requiring a quick charge time, relatively short autonomy time, and zero battery memory.

The idea of a giant capacitor seemed crazy, but it fulfilled the need perfectly!