Because we need a low current so that the core losses are low and the cost also low(less expensive power 
supply).
Overall, the short circuit test with the LV winding shorted and supply given to the HV winding allows for a practical and accurate assessment of the transformer's performance under short circuit conditions, including its impedance, losses, and behavior during fault conditions.