Multiscale reduction clustering of vibration signals for unsupervised diagnosis of machine faults
☆17Nov 27, 2024Updated last year
Alternatives and similar repositories for MRC
Users that are interested in MRC are comparing it to the libraries listed below
Sorting:
- PDA场景下的旋转机械故障诊断,☆12Mar 29, 2024Updated last year
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆19Jul 12, 2025Updated 7 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆50Feb 26, 2025Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated last year
- A comprehensive gear eccentricity dataset with multiple fault severity levels: Description, characteristics analysis, and fault diagnosis…☆12Feb 6, 2026Updated 3 weeks ago
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆11Apr 13, 2024Updated last year
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆19Feb 6, 2026Updated 3 weeks ago
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Aug 26, 2024Updated last year
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆25Apr 1, 2024Updated last year
- The code for NISTA_Net☆11Apr 7, 2023Updated 2 years ago
- 论文《基于机理模型的旋转机械领域自适应故障诊断》验证案例的代码和数据☆10Jan 5, 2021Updated 5 years 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)☆36Jan 30, 2026Updated last month
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆16Mar 25, 2024Updated last year
- ☆17Jan 13, 2026Updated last month
- Code for paper being submitted☆14Jul 9, 2025Updated 7 months ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- Python code for TCTL method☆13Jun 22, 2024Updated last year
- The PyTorch version for 'Domain-adversarial similarity-based meta-learning network'.☆17Apr 8, 2022Updated 3 years ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated 9 months ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆40Jan 13, 2022Updated 4 years ago
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Mar 28, 2024Updated last year
- ☆21Jun 3, 2024Updated last year
- Code and data for our paper on IEEE-TIE: Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis☆43Nov 7, 2022Updated 3 years ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆42May 13, 2024Updated last year
- ☆18Jun 30, 2023Updated 2 years ago
- This repo is the relevant code for MAWNO☆18Apr 21, 2024Updated last year
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆44Jun 24, 2024Updated last year
- 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 s…☆27Feb 26, 2024Updated 2 years ago
- for my thesis work☆18May 1, 2021Updated 4 years ago
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆24May 26, 2024Updated last year
- ☆22Nov 23, 2022Updated 3 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Sep 20, 2021Updated 4 years ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Nov 24, 2023Updated 2 years ago
- The Gearbox Fault Diagnosis dataset consists of vibration data recorded using SpectraQuest’s Gearbox Fault Diagnostics Simulator. The dat…☆39Dec 1, 2025Updated 3 months ago
- 1D-CNN Vibration Signal Bearing Fault Diagnosis☆61Feb 25, 2024Updated 2 years ago
- ☆33Nov 20, 2023Updated 2 years ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆31Jun 4, 2024Updated last year
- ☆27Jan 15, 2023Updated 3 years ago
- This reposotory release a gearbox failure dataset, which can support intelliegnt fault diagnosis research(实验室自采齿轮箱开源数据集,包含稳定转速和时变转速)☆33Apr 21, 2025Updated 10 months ago