Concepedia

Real-time aero-engine fault diagnosis using 5G edge computing and deep learning

Anping Wan, Zengzhen Zhu, Khalil AL-Bukhaiti, Xiaomin Cheng, Junjie Jiang, Xiaosheng Ji, Jinglin Wang, Tianmin Shan

Measurement · 2025 · 29 citations · 35 references

Concepts

ComputingAerospace EngineeringComputer ScienceArtificial IntelligenceEdge ComputingMachine LearningDeep LearningDiagnosisDiagnosticsFault DetectionFault DiagnosisMobile Edge ComputingEdge Computing NetworksFault Detection Using Deep LearningFault Detection Using Machine LearningIndustrial Edge ComputingMachine Learning-based Fault DiagnosisNeural Network-based DiagnosisReal-time Fault Detection

References

35

A theory for multiresolution signal decomposition: the wavelet representation

Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 21.1K citations

Arts, Vision Science, Biomedical Signal Processing +16

Edge Computing: Vision and Challenges

Weisong Shi, Jie Cao, Quan Zhang et al. · IEEE Internet of Things Journal · 2016 · 7.9K citations

Computing, Cloud Computing, Information Technology +17

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size

Forrest Iandola, Song Han, Matthew W. Moskewicz et al. · arXiv (Cornell University) · 2016 · 5.9K citations · Full text

Computing, Computer Engineering, Computer Science +11

Deep Learning using Rectified Linear Units (ReLU)

Abien Fred Agarap · arXiv (Cornell University) · 2018 · 2.5K citations · Full text

Computing, Computer Science, Computer Vision +10

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

Long Wen, Liang Gao, Yuyan Zhang · IEEE Transactions on Industrial Electronics · 2017 · 2.1K citations

Computing, Computer Science, Manufacturing Engineering +17