Planetary gearbox fault classification based on tooth root strain and GAF pseudo images

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

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Natural Language Processing, Multimodal Llm, Convolutional Neural Network +12

A convolutional neural network based feature learning and fault diagnosis method for the condition monitoring of gearbox

Ming Zhao, Li Pin, Xiaoqiang Xu · Measurement · 2017 · 676 citations

Fault Diagnosis, Condition Monitoring, Convolutional Neural Network +11

Deep normalized convolutional neural network for imbalanced fault classification of machinery and its understanding via visualization

Feng Jia, Yaguo Lei, Na Lü et al. · Mechanical Systems and Signal Processing · 2018 · 566 citations

Fault Diagnosis, Convolutional Neural Network, Imbalanced Fault Classification +9

Digital twin-driven intelligent assessment of gear surface degradation

Ke Feng, Jinchen Ji, Yongchao Zhang et al. · Mechanical Systems and Signal Processing · 2022 · 492 citations

Condition Monitoring, Reliability Engineering, Engineering +9

A novel optimized SVM classification algorithm with multi-domain feature and its application to fault diagnosis of rolling bearing

Xiaoan Yan, Minping Jia · Neurocomputing · 2018 · 485 citations

Multi-domain Feature, Fault Diagnosis, Condition Monitoring +9