The deceased, identified as Subash Behera of Chhatrapur, was posted at the energy police station in Bhanjanagar, they said.
Police suspect that the constable, whose body was recovered yesterday, might have died due to heart attack.
"There was no injury mark on the body. The reason of death can only be ascertained after getting the post-mortem report," they said.