“A fault location method for distribution networks based on improved binary particle swarm optimization algorithm is introduced, and its research progress in the field of smart grids is introduced. The research team has established a binary particle swarm algorithm system with dual adaptive characteristics, providing a solution to the problem of decreased accuracy in complex distribution network fault location.”