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In the aeronautical industry, there are multiple diagnosis methods available to improve the accuracy in diagnosing malfunctions due to degradation of rotating components in an engine. This study introduces an improved deep learning algorithm — ad_DBN, it is based on the Deep belief network (DBN) method, mimics the multilayer structure of a human brain. In addition to this, it adjusts connection weights...
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