Research on fault diagnosis of six-phase propulsion motor drive inverter for marine electric propulsion system based on res-bilstm

HIGHLIGHTS

• who: Jialing Xie and collaborators from the Department of Electrical Automation, Shanghai Maritime University, Shanghai, China have published the paper: Research on Fault Diagnosis of Six-Phase Propulsion Motor Drive Inverter for Marine Electric Propulsion System Based on Res-BiLSTM, in the Journal: Machines 2022, 736 of /2022/
• what: In this paper, combining the characteristics of the deep network and recurrent network, a Res-BiLSTM deep learning method was designed to diagnose the fault of the frequency conversion unit driven by the six-phase propulsion system of the ship. In the experiment, the existing deep . . .
  

   

  

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