Owner
liguge
13 indexed repositories · View on GitHub
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Journals-of-Prognostics-and-Health-Management
智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）
492 stars
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Fault-diagnosis-for-small-samples-based-on-attention-mechanism
基于注意力机制的少量样本故障诊断 pytorch
Python · 291 stars
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Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-
Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis（pytorch） 深度残差收缩网络应用于故障诊断
Python · 256 stars
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Awesome-large-language-model-for-Prognostics-and-health-management
用于预测性维护与健康管理的大型语言模型（故障诊断；寿命预测）
134 stars
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Deep-discriminative-transfer-learning-network-for-cross-machine-fault-diagnosis
Deep discriminative transfer learning network for cross-machine fault diagnosis
Python · 129 stars
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1D-Grad-CAM-for-interpretable-intelligent-fault-diagnosis
智能故障诊断中一维类梯度激活映射可视化展示 1D-Grad-CAM for interpretable intelligent fault diagnosis
Python · 119 stars
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EWSNet
Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R...
Python · 113 stars
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DLWCB
基于Laplace小波卷积和BiGRU的少量样本故障诊断方法 (Small sample fault diagnosis based on Laplace wavelet convolution and BiGRU)
Python · 72 stars
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xLSTM-for-intelligent-fault-diagnosis-of-rolling-bearings
xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings
Python · 38 stars
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Capsule-network-for-fault-diagnosis
Capsule network for fault diagnosis （胶囊网络用于故障诊断）
Python · 35 stars
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MIXCNN_pytorch
A fault diagnosis method for rotating machinery based on CNN with mixed information
Python · 35 stars
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Variance-discrepancy-representation-pytorch
Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis
Python · 26 stars
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IDSN_public
IDSN：一种用于高速列车牵引电机跨机诊断的单级可解释可微 STFT 域自适应网络 fault diagnosis
0 stars
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论文补充: FISHER & RMIS Open
Difficulty 2/5 1-3 hours Newbie friendliness 30/100
liguge/Awesome-large-language-model-for-Prognostics-and-health-management#1 · 1 comment ·
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question Open
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liguge/Fault-diagnosis-for-small-samples-based-on-attention-mechanism#6 · 1 comment ·
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Difficulty 5/5 Over a week Newbie friendliness 5/100
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Difficulty 4/5 3-5 days Newbie friendliness 15/100
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help Open
Difficulty 5/5 Over a week Newbie friendliness 10/100
liguge/Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-#10 ·
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nam文件无法执行 Open
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ask for help Open
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liguge/Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-#9 · 1 comment ·
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感谢作者 Open
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liguge/Journals-of-Prognostics-and-Health-Management#7 · 1 comment ·
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最终结果 Open
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liguge/Fault-diagnosis-for-small-samples-based-on-attention-mechanism#5 ·
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输入形状格式 Open
Difficulty 5/5 Over a week Newbie friendliness 10/100
liguge/1D-Grad-CAM-for-interpretable-intelligent-fault-diagnosis#8 ·
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No codes available? Open
Difficulty 5/5 Over a week Newbie friendliness 10/100
liguge/IDSN_public#1 · 1 comment ·
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版本 Open
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liguge/Variance-discrepancy-representation-pytorch#1 · 1 comment ·
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Difficulty 5/5 Over a week Newbie friendliness 15/100
liguge/xLSTM-for-intelligent-fault-diagnosis-of-rolling-bearings#1 ·
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标签集问题 Open
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liguge/Deep-discriminative-transfer-learning-network-for-cross-machine-fault-diagnosis#2 · 2 comments ·
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Difficulty 4/5 3-5 days Newbie friendliness 20/100
liguge/Capsule-network-for-fault-diagnosis#4 · 4 comments ·
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关于数据添加不同snr噪声 Open
Difficulty 4/5 3-5 days Newbie friendliness 30/100
liguge/MIXCNN_pytorch#3 · 2 comments ·
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Difficulty 3/5 1-2 days Newbie friendliness 30/100
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Difficulty 3/5 1-2 days Newbie friendliness 25/100
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准确率问题 Open
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liguge/MIXCNN_pytorch#2 · 2 comments · 1 reaction ·
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Difficulty 5/5 Over a week Newbie friendliness 10/100
liguge/Fault-diagnosis-for-small-samples-based-on-attention-mechanism#4 · 1 comment ·
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Difficulty 2/5 1-3 hours Newbie friendliness 25/100
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关于数据处理的请教 Open
Difficulty 5/5 Over a week Newbie friendliness 15/100
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问代码 Open
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liguge/Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-#8 · 1 comment ·
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可以给几条input的示例样本吗 Open
Difficulty 2/5 1-3 hours Newbie friendliness 35/100
liguge/1D-Grad-CAM-for-interpretable-intelligent-fault-diagnosis#6 · 1 comment ·
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Difficulty 3/5 1-2 days Newbie friendliness 25/100
liguge/Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-#7 · 4 comments ·
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建议增加其他领域的部分期刊 Open
Difficulty 4/5 3-5 days Newbie friendliness 35/100
liguge/Journals-of-Prognostics-and-Health-Management#6 · 1 comment ·
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你好，想请教一下输入数据的格式 Open
Difficulty 2/5 1-3 hours Newbie friendliness 25/100
liguge/Capsule-network-for-fault-diagnosis#2 · 6 comments ·
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计算出的cam的output全为0 Open
Difficulty 4/5 3-5 days Newbie friendliness 25/100
liguge/1D-Grad-CAM-for-interpretable-intelligent-fault-diagnosis#5 · 1 comment ·
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请教代码 Openhelp wanted
Difficulty 4/5 3-5 days Newbie friendliness 25/100
liguge/Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-#6 · 2 comments ·
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关于loss计算 Open
Difficulty 4/5 3-5 days Newbie friendliness 20/100
liguge/1D-Grad-CAM-for-interpretable-intelligent-fault-diagnosis#3 · 1 comment ·
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其他数据集 Openquestion
Difficulty 5/5 Over a week Newbie friendliness 20/100
liguge/Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-#5 · 1 comment ·
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请教 Openhelp wanted
Difficulty 3/5 1-2 days Newbie friendliness 15/100
liguge/Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-#3 · 1 comment ·
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请问能解释一下代码吗？ Openhelp wanted
Difficulty 4/5 3-5 days Newbie friendliness 15/100
liguge/Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-#1 · 4 comments ·