Hi,
Good that you finally decided for STO process!
For STO- you need to do few configuration and master data setting where always you need a vendor (supplying plant) and customer( receiving plant).
Refer for few configuration and master data setting for STO
configuration of stock transfer order | SCN
STO-PO (How to pay transportation cost to vendor) | SCN
Regards,
Biju K