Abstract:There is a problem that the data security coefficient is too low in the process of power equipment operation data sharing. Therefore, this paper introduces the integrated learning technology to carry out the design and research of the whole process data sharing method of power equipment operation. By constructing a data sharing framework for the whole process of power equipment operation, the characteristics of the whole process of power equipment operation are extracted according to integrated learning, and the whole process data sharing of power equipment operation is realized through semi honest model and malicious model. Experiments show that the new sharing method can effectively expand the coverage of shared data in the whole process of power equipment operation and improve the security of data sharing compared with the blockchain sharing method.