Battery monomer fault detection and shielding method and device, equipment and storage medium

The invention discloses a single battery fault detection and shielding method, device and equipment and a storage medium, and relates to the technical field of batteries, and the single battery fault detection and shielding method comprises the steps: obtaining battery information and a target long-short-term memory neural network model; performing fault detection on the battery according to the battery information and the target long-short-term memory neural network model to obtain fault information; and determining a faulty single battery according to the fault information, and shielding the faulty single battery. According to the method, real-time data acquisition and complex model analysis are combined, and the abnormal condition of the battery can be efficiently identified, so that accurate fault information is provided. By analyzing the fault information, the specific single battery is accurately positioned, and the fault single battery is shielded, so that the fault single battery is effectively preven