adb shell su setprop ro.serialno YOUR_NEW_SERIAL exit
On most Android devices, the serial number is written to several locations: how to change android serial number
adb shell getprop ro.serialno
This article focuses primarily on changing the system-level Serial Number. adb shell su setprop ro