Equipment state identification method, equipment and medium

The embodiment of the invention discloses an equipment state identification method, equipment and a medium. Belongs to the technical field of intelligent manufacturing and solves the problem that accuracy and reliability are difficult to guarantee during monitoring of equipment. Performing format unification processing on the obtained multi-source equipment data corresponding to the equipment to be tested, and performing mapping processing on the processed multi-source equipment data and the corresponding equipment elements; storing the mapped multi-source equipment data into the same data set, and arranging the multi-source equipment data in the data set; sequentially performing feature extraction on the multi-source equipment data, and dividing the extracted features based on a preset equipment state index to obtain multiple groups of feature data; respectively inputting each group of feature data into a preset equipment state recognition model, and outputting equipment state information respectively corres