The present invention relates to a deep learning-based fault diagnosis method and a fault diagnosis apparatus for performing such a method. The deep learning-based fault diagnosis method includes the steps of: the fault diagnosis device receiving driving information of the rotating device; the fault diagnosis device performing learning based on the driving information; It may include the step of diagnosing the failure.
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