14 cows were mowed down by a train in Renwal area in the district on Monday.
The incident occurred near Mindi railway crossing where the stray cattle were grazing, police said on Tuesday.
A passenger train run over the cows killing them, they said, adding that there was no damage to the train.
Post-mortem was conducted on Tuesday at a local veterinary hospital.