In the analysis of a typical DOE (using Standard Least Squares), there is a possibility to view the retrospective Parameter Power
(Estimates > Parameter Power).
However, when analysing a Split-Plot DOE (using REML), this option is not available.
I can imagine it is more complex to calculate, but would have expected it to be available somehow.