Multi-source heterogeneous power data intelligent management method, device, equipment and medium

The invention belongs to the technical field of electric power automation, and discloses a multi-source heterogeneous electric power data intelligent management method and device, equipment and a medium. The method comprises the following steps that: each data source party unifies and amplifies the photo format of the respective power equipment inspection photo to obtain a preprocessed photo set; the data coordinator and the data source parties establish the same prediction model; the data coordinator coordinates the data source parties to perform federated learning, completes training of local prediction models established by the data source parties, and obtains trained prediction models; and the data source party collects to-be-detected electrical equipment inspection photos, unifies photo formats, and inputs the trained prediction model to obtain a detection result. According to the method, intelligent management and secrecy of the multi-source heterogeneous power data are realized, data sharing of specifi