Acousto-optic fusion vibration source positioning method for power distribution station house

The invention relates to an acousto-optic fusion vibration source positioning method for a power distribution station house. The method comprises the following steps: firstly, constructing an acoustic image map based on an array signal processing principle; respectively constructing an acoustic image feature extraction module and a visible light feature extraction module by taking a convolutional neural network or transformer as a skeleton; a c-attention module is constructed to be connected with the acoustic image feature extraction module and the visible light feature extraction module; constructing a detection module capable of positioning a vibration source, wherein the detection module takes the visible light characteristics and the acoustic characteristics as input; finally, the acoustic image map and the equipment image captured by the visible light camera serve as input of the model, the model is trained repeatedly, and then the final model is obtained.The method has the advantage that high-precision