The characteristics of smart grids introduce robust control techniques as more powerful and suitable control tools for control synthesis/analysis problems in these grids. However, there are some important challenges in application of robust control theorems in new power systems. Here, two main challenges are discussed and probable solutions are given to fill the existing gap between the power of robust control theorems and smart grid control designs.