The invention relates to an SOC
estimation method of a battery of an
electric vehicle, which is mainly used for solving the technical problems of safety circulation of the battery, the SOC
estimation algorithm of the
power battery and the like. The technical scheme provides a
chip for implanting information in an ordinary
battery pack and a SOC
neutral network estimation method based on the type of the battery and a life factor of the battery of the
electric vehicle on the basis of certification requirement during the circulation of the battery and analysis of a standard module of a
neutral network SOC estimation method. The information
chip can ensure the compatibility of a manufacturer, a
charging station and the
electric vehicle with the
battery pack and high safety, avoid leading counterfeit batteries to enter into the circulation field, be easy to construct a unified battery
network management information platform and form a stable battery using management market scheme; and the type of the battery, the recorded
charge and discharge data in recent plural times and the number of cycles, which are obtained from the information
chip in the battery, as well as rated capacity recorded in the chip are inputted into a life
factor analysis module, then the life state of the battery is judged, and the type of the battery and the life factor are increased as the input on the basis of taking
voltage, current and temperature as the input in a
neutral network standard module, thereby realizing the precise estimation of the
state of charge of the battery of the electric vehicle.