Research on Fault Diagnosis of Six-Phase Propulsion Motor Drive Inverter for Marine Electric Propulsion System Based on Res-BiLSTM

Research on Fault Diagnosis of Six-Phase Propulsion Motor Drive Inverter for Marine Electric Propulsion System Based on Res-BiLSTM

To ensure the implementation of the marine electric propulsion self-healing strategy after faults, it is necessary to diagnose and accurately classify the faults. Considering the characteristics of the residual network (ResNet) and bidirectional long short-term memory (BiLSTM), the Res-BiLSTM deep l...

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Bibliographic Details
Main Authors: Jialing Xie, Weifeng Shi, Yuqi Shi
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Machines
Subjects:
marine electric propulsion system
six-phase motor drive inverter
intelligent fault diagnosis
residual network (ResNet)
bidirectional long short-term memory (BiLSTM)
Online Access:https://www.mdpi.com/2075-1702/10/9/736

Internet

https://www.mdpi.com/2075-1702/10/9/736

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