Hi Anis,

The problem is got to do with the seams of the 5 wavy parts that are used for the Boolean being lined up with the seam of the cylinder.
Rotate those 5 wavy solids 90 deg before the Boolean operation and then you can Fillet.

Cheers
~Danny~