Marine diesel engine piston ring fault diagnosis based on LSTM and improved beluga whale optimization
skull bride and groom The operational state of piston rings in marine diesel engines significantly influences the overall performance of the machinery.However, traditional data-driven diagnosis methods have problems with relying on manual feature extraction and failing to adequately leverage the temporal characteristics inherent in fault vibration