Yes, Rau will become a junction. There will be a crossover section 2 kms after Rau. One line (on the left) will got straight to Mhow and another (towards right) will go to Tihi village near Pithampur.
Rau and Rajendra Nagar station will have 2 platforms and more than 3 stabling/through lines each.