Deep Learning for Hardware-Based Real-Time Fault Detection and Localization of All Electric Ship MVDC Power System

Deep Learning for Hardware-Based Real-Time Fault Detection and Localization of All Electric Ship MVDC Power System

The tendency toward electrification of marine vessels has led the evolution of the all electric ship (AES). The harsh operating environment of the AES makes the shipboard power system (SPS) vulnerable, so a powerful monitoring system for fault detection and localization (FDL) is essential for safe n...

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Bibliographic Details
Main Authors: Qin Liu, Tian Liang, Venkata Dinavahi
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Open Journal of Industry Applications
Subjects:
All electric ship
correlation based feature selection
deep convolutional neural networks
fault detection and localization
field-programmable gate array
generative adversarial networks
Online Access:https://ieeexplore.ieee.org/document/9244587/

Internet

https://ieeexplore.ieee.org/document/9244587/

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