No.
But keeping it clean with a Qtip impregnated with wd40 works very well for me,because you don't have to take it apart.
One thing NOT to do is to scratch the inside of the rack to remove the grime. It will get dirty even faster after that. The inside of the rack has to remain as slick as possible.