Condenser fault diagnosis method and device, storage medium and electronic equipment

The invention relates to a condenser fault diagnosis method and device, a storage medium and electronic equipment. The method comprises the steps of obtaining equipment operation data of to-be-diagnosed target equipment; according to the equipment operation data, obtaining a fault type corresponding to the equipment operation data through a fault diagnosis model obtained through pre-training; the fault diagnosis model comprises an initial network connection weight and an initial offset value, and the initial network connection weight and the initial offset value are determined through a lion group optimization algorithm. Therefore, the equipment operation data is diagnosed through the fault diagnosis model, the fault diagnosis efficiency is greatly improved, the restricted Boltzmann machine model is optimized through the lion group optimization algorithm, the feature matrix extraction accuracy of the restricted Boltzmann machine model is greatly improved, and the improvement of the fault diagnosis accuracy is