Scale of the data after PCA
The short answer is that you can determine the max and min of your transformed series if you normalize after your PCA step, as your title implies. 

Have you tried L2-norm after your PCA step? This might get you what you are looking for by constraining the values between 0 and 1.

You can, of course, customize this to suit your needs.