M73ACat / IFD-Preprocessing-Experiment
机器学习背景下旋转机械振动信号故障诊断是否需要信号预处理——使用CWRU数据的一次尝试 Whether signal preprocessing is needed for fault diagnosis of rotating machinery vibration signals in the context of machine learning - an attempt using CWRU data
☆15Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for IFD-Preprocessing-Experiment
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆10Updated 5 months ago
- ☆18Updated 2 years ago
- multi-source domain graph convolution networks (Fault and Abnormal Vibration Diagnosis)☆11Updated 2 years ago
- 一种新的基于动态图注意力网络和标签传播策略的半监督故障诊断方法☆31Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆24Updated last year
- 一种用于复杂工况机械故障检测的GNN方法☆39Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆64Updated 6 months ago
- Variance discrepancy representation☆10Updated 5 months ago
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆11Updated 7 months ago
- 一种新的用于噪声干扰下刀具的无监督异常检测方法☆18Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆17Updated 6 months ago
- ☆15Updated last year
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆23Updated 6 months ago
- WT-planetary-gearbox-datasets☆52Updated 6 months ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆17Updated 11 months ago
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆15Updated last year
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆44Updated 3 months ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆12Updated 3 years ago
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆16Updated 5 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆30Updated last year
- ☆10Updated 7 months ago
- Code for paper: Scale-information fused correntropy representation for mechanical fault diagnosis under time-varying conditions☆10Updated 2 months ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆17Updated 6 months ago
- DMsrTTLN code☆15Updated 2 months ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆53Updated 2 years ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆17Updated 2 weeks ago
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆18Updated last year
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆14Updated 8 months ago
- 论文“时变转速下基于改进图注意力网络的轴承半监督故障诊断”源码☆25Updated 2 years ago