Induction Motor Starting Problems
Because your documentation is not detailed enough, all I can do is give you general information.
Most large power motors have two rotor windings. One is the "starting" and the other is the "running" winding.  It appears that your motor's starting winding is not being "activated."  Based on your description, the only thing that could be causing the problem is the starting relay.