Temperature control equipment for new energy battery

The invention provides a temperature control device for a new energy battery, and relates to the technical field of battery pack management, and the device comprises a data collector and a controller. The data collector is used for collecting operation condition data of each battery unit in the new energy battery pack, forming battery condition time sequence data by combining a plurality of historical operation condition data, and constructing input data of the corresponding battery unit according to the battery condition time sequence data and the spatial position data of the battery unit; establishing an input data sequence based on the input data corresponding to each battery unit; and the controller is used for predicting the thermal management risk probability of each battery unit corresponding to the future time period by using the space-time recurrent neural network, and determining a corresponding temperature regulation and control strategy according to the thermal management risk probability. Therefo