How can I clean the dirty tile pieces?

Hint 1 of 19:

There's a cleaning machine located on the Central Plains.

Hint 2 of 19:

You also need to make your own cleaning solution.

Hint 3 of 19:

Or distill it.

Hint 4 of 19:

There's a still on the wheel site.