Replacement of Fault Sensor of Cutter Suction Dredger Mud Pump Based on MCNN Transformer
Zhecheng Long,
Shidong Fan,
Qian Gao
et al.
Abstract:The mud pump water sealing system (MPWSS) is important in the efficient operation and prolonged service life of the cutter suction dredger’s (CSD) mud pump. Considering that the underwater pump operates underwater and the shaft seal water pressure sensor is prone to failure, a hybrid deep learning model MCNN transformer is proposed to predict the underwater pump shaft seal water pressure in the event of sensor failure. This paper uses big data from the dredging project to deeply excavate the relationship betwe… Show more
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