I. Introduction
The distribution network covers a wide range of areas, and its operating environment is very complex, which makes the distribution network prone to single-phase ground fault [1] . After the ground fault occurs, the parameters of distribution lines vary significantly due to the different conditions of the environment and fault materials. It is necessary to analyze the distribution line parameters in various states in detail to study their impact on the system. Accurate grid topology and line parameters are the critical components of the grid system model, which are essential to the operation and planning of the power system [2] . In this case, state estimation (SE) of distribution networks with ground faults through existing grid data becomes the key to obtain accurate information on distribution network operation [4] . At the same time, the practicability of parameter estimation largely depends on the accuracy of the power network model and parameter calculation [5] . In the existing methods of parameter estimation of distribution network, transient analysis is often used to estimate the state of the line when a ground fault occurs.