Data processing method and device, equipment and storage medium

The invention discloses a data processing method and device, equipment and a storage medium, and the method comprises the steps: obtaining an open source data set of a refrigeration system, and parameters of at least one assembly configuration in the refrigeration system comprise controllable operation parameters; determining a target model for performing power consumption prediction on the refrigeration system, and performing algorithm selection on the target model by using the open toolbox to obtain a target algorithm required to be used by the target model during power consumption prediction; performing model training on the target model by adopting the open source data set and a target algorithm to obtain a trained target model; deploying the trained target model to an edge end controller of the refrigeration system, enabling the edge end controller to determine a power consumption optimization control strategy of the refrigeration system through the trained target model, and according to parameter values