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In the field of fault diagnosis, the use of time-frequency distribution in MATLAB has been widely explored. By analyzing the time-frequency distribution of signals, it is possible to identify different types of faults and determine the root cause of the problem. The code provided here offers a comprehensive tool for researchers and practitioners to further investigate the application of time-frequency distribution in fault diagnosis. With this code, users can manipulate and customize the parameters of the time-frequency distribution to better suit their specific needs and analyze the signals in a more comprehensive and accurate way. This can lead to more efficient and effective fault diagnosis, ultimately contributing to safer and more reliable systems.