Presents an accurate dynamic load estimation (DLE) algorithm capable of achieving the balance impact on the grid while providing a complete coverage of all the principles and parameters used during the derivation. Evaluation of the unbalanced impact of the Taiwan high-speed railway (HSR); Application of the proposed DLE algorithm; Traction power system structure of Taiwan's HSR system.