Hi Shajid,
You can use the 'fixed velocity' option in EDEM. You would have to create a specific particle type and apply the fixed velocity, this will then take the velocity you assign in the factory (i.e. 0 m/s) and then always apply that to the specific particle type regardless of the forces.
This is discussed in this post:
How to fix the velocity of selected particles
Regards
Stephen