Aiming at the fault diagnosis of rolling element bearings. propose a method for fine diagnosis of bearings based on wavelet transform and one-dimensional convolutional neural network. First use wavelet transform to decompose the experimental data; Use the resulting low-frequency signal as a one-dimensional convolutional neural network input. bearing fault identification. https://unitedssports.shop/product-category/ringette-cages/