Hi Kiran,
You should create as many vendors as supplying plants, each associated to a different plant.
This, in addition to appropriate IMG settings, will drive correct Inventory Management and Logistics Execution activities at the supplying plant.
Since SAP maintains a link between vendor and plant at vendor level, purchasing organizations do not really play any role in this case.
Regards,
Gianmarco