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Few-shot fault diagnosis of underwater thrusters based on semi-supervised prototypical network with SimAM attention and auxiliary classifier

Yunsai Chen, Boyuan Huang, Zengkai Liu, Qiangguo Niu, Tianyu Xie

2024Ocean Engineering22 citationsDOI

Topics & Concepts

UnderwaterClassifier (UML)One shotArtificial intelligenceComputer scienceFault (geology)Marine engineeringEngineeringPattern recognition (psychology)Real-time computingGeologyMechanical engineeringSeismologyOceanographyOil and Gas Production TechniquesFault Detection and Control SystemsAdvanced Data Processing Techniques
Few-shot fault diagnosis of underwater thrusters based on semi-supervised prototypical network with SimAM attention and auxiliary classifier | Litcius