Due to manual registration in the Distribution Management System (DMS), recording errors in the winding connection and capacity of residential trans-formers are inevitable. This paper proposes a linear regression classification method, which can estimate the real winding connection and capacity of residential transformers by exploring the historical operating data sets of residential transformers in the DMS. The linear regression classifications of three-phase outlet voltages are used for winding connections recognition. The inherent law is rev...