An escalator has a hell of a lot of moving parts. Thousands of steps, each of which has 4 wheels, very small (less than 2 inches (about 5cm) across, I believe), and thus the bearings are very small and thus hard to keep lubricated.

It's a wonder they work at all, actually.

Alex