If you're in an area with sketchy cell coverage, the phone utilizes significantly more power constantly searching for network connections. We ran into this in western, lower Michigan and the U.P.

It you have periods where you don't need the phone, just power it down. Restarting, my Samsung 6 is pretty quick.