fsaad06 / Motor-Fault-Detection-Using-VibrationLinks
CNN and LSTM have been trained on CWRU Bearing Dataset and results tested on Simulink Data
☆15Updated last year
Alternatives and similar repositories for Motor-Fault-Detection-Using-Vibration
Users that are interested in Motor-Fault-Detection-Using-Vibration are comparing it to the libraries listed below
Sorting:
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆31Updated 2 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆97Updated 9 months ago
- This repository has open-sourced a dataset of motor failure, including vibration signals and audio signals.(实验室自采多模态电机故障数据,振动信号+声音信号)☆36Updated last week
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆41Updated last year
- Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing☆49Updated last year
- 基于深度学习的机械故障诊断☆38Updated last year
- Compound Fault Diagnosis Dataset of Rotating Machinery☆42Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆34Updated 2 years ago
- ☆14Updated 3 years ago
- xiaotianqu / The-unsupervised-bearing-fault-diagnosis-method-based-on-the-dual-framework-Siamese-networkFault diagnosis code based on twin network☆14Updated last year
- 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☆39Updated 2 years ago
- Detection and multi-class classification of Bearing faults using Image classification from Case Western Reserve University data of bearin…☆23Updated 4 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆109Updated last year
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆19Updated 4 months ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆40Updated 2 years ago
- 机械故障诊断公开数据集☆73Updated 2 years ago
- ☆23Updated 5 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆45Updated 3 years ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆61Updated 4 years ago
- Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance ev…☆33Updated 3 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆46Updated 3 years ago
- Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings…☆94Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆44Updated 2 years ago
- 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)☆68Updated 8 months ago
- TCN-LSTM Motor Vibration Fault Diagnosis Model☆36Updated last year
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆36Updated 2 years ago
- ☆47Updated 3 years ago
- This is the original dataset that we use in our research work, but it may difficult to find in the original link.☆30Updated 4 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆70Updated last year
- Deep learning models (RNN & LSTM & WaveNet) for predicting the remaining useful life of rolling element bearings using time series health…☆26Updated 11 months ago