In order to solve the problem of low utilization of distribution network equipment and distributed generation (DG) caused by expansion and transformation of traditional transformer capacity, considering the relativ. ••DES location method based on the standard deviation of network loss s. AbbreviationsDG Distributed generationDES Distributed energy storageEV Electric VehiclesDW Distributed wind powerDPV Distrib. With the transformation of energy structure and under the strategic background of building ecological civilization, developing low carbon economy and realizing sustainable ener. The increasing penetration of DG and EV in the distribution network has changed the traditional distribution network from passive to active, the trend from one-way to multi-direction, and th. 3.1. Demand analysis of DESThe access of DG and EV affects the load characteristics of power supply load of main grid. In order to simplify the analysis, it is assumed that th. 4.1. Site selection method of DES based on network loss sensitivity standard deviationAfter DES is connected to the distribution network, the direction and size of power flow in the distrib.