Change FARM Account Password in Central Admin Server

Login to Central Admin server and open SharePoint Management Shell as administrator.

Run the below command (Replace Credentials with your new Credentials of the farm)

stsadm -o updatefarmcredentials -userlogin sp\<Account Name>  -password <Account Password>

Have Fun :)