Among the following limitations of dimensional analysis is 

If a physical quantity depends on more than three physical quantities, this method cannot derive the relationship 

Using this method dimensionless constants in a relation cannot be found  

It fails so derive the relations like $S=ut+\frac{1}{2}a{t}^2$

This method fails to derive the relationships which involve trigonometric, logarithmic and exponential functions