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1. Introduction As a core transmission component in mechanical equipment, the gearbox plays a pivotal role in the operation of the system. However, gearboxes are prone to failures in harsh operating environments, which not only affect their own performance but can also lead to anomalies in other components of the mechanical system, potentially threatening the stability of the entire system [1,2].
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