This repository contains the implementation of the model for bearing fault diagnosis，also includes five comparison models for performance evaluation, providing a benchmark to assess the effectiveness of the proposed model.
☆28Mar 7, 2025Updated last year
Alternatives and similar repositories for bearing-fault-diagnosis
Users that are interested in bearing-fault-diagnosis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆26Jan 14, 2025Updated last year
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆24Aug 29, 2026Updated 2 months ago
- Leveraging multiple deep learning models for fault diagnosis☆55Dec 22, 2025Updated 10 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆55Feb 26, 2025Updated last year
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆15Nov 21, 2025Updated 11 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis☆41Sep 30, 2025Updated last year
- Bearing Fault Diagnosis By CNN、LSTM+CNN、GRU+CNN、SelfAttention+CNN☆52Nov 29, 2024Updated last year
- A comprehensive benchmark of 16 Deep Learning models (including ResNet, LSTM, Transformer, DenseNet) for CWRU Bearing Fault Diagnosis usi…☆26Aug 27, 2026Updated 2 months ago
- Implementation for "Multi-modal cross-domain mixed fusion model with dual disentanglement for fault diagnosis under unseen working condit…☆22Jul 18, 2026Updated 3 months ago
- Unified PHM framework for Remaining Useful Life (RUL) prediction, fault diagnosis, fault detection, and anomaly detection for bearings, t…☆86Nov 2, 2025Updated last year
- The implementation of ACGAN-FG for zero-shot fault diagnosis (Ongoing update)☆18Jun 27, 2025Updated last year
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆19Mar 7, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- MSGPT: LLM-based Semantic Prompt Framework under Multi-sensor Data for Mechanical Fault Diagnosis☆23Mar 15, 2025Updated last year
- This library summarizes the sate-of-the-art explainable intelligent fault diagnosis methods.☆27Nov 23, 2025Updated 11 months ago
- FD-MVLLM: Fault Diagnosis Based on Multimodal Vibration Data and Large Language Model for Bearing☆94Aug 28, 2026Updated 2 months ago
- Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors☆23Oct 29, 2022Updated 4 years ago
- Machinery Fault Database☆11Jul 28, 2021Updated 5 years ago
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆35Nov 26, 2025Updated 11 months ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆52May 25, 2026Updated 5 months ago
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆43Jul 6, 2025Updated last year
- Code for the paper “Bearing Remaining Useful Life Prediction Method Based on Cross-Dimensional Dual-Temporal Attention Fusion (CBFAN)”, i…☆21Nov 30, 2025Updated 11 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Prior knowledge-embedded first-layer interpretable paradigm for rail transit vehicle human-computer collaboration fault monitoring 嵌入先验知识…☆15Aug 18, 2026Updated 2 months ago
- A Gaussian distribution-based feature modeling and dynamic thresholding framework for open-set domain adaptation in fault diagnosis☆12Feb 19, 2025Updated last year
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆40Sep 7, 2022Updated 4 years ago
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆19Sep 11, 2023Updated 3 years ago
- ☆28May 6, 2025Updated last year
- ☆15Jan 25, 2025Updated last year
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆111Feb 14, 2025Updated last year
- [CAEE 2024] SC-MambaFew: Few-shot learning based on Mamba and selective spatial-channel attention for bearing fault diagnosis☆70May 28, 2026Updated 5 months ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆74Feb 26, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆21May 25, 2026Updated 5 months ago
- ☆66Mar 28, 2025Updated last year
- Bearing_Fault_Diagnosis☆12Jul 1, 2025Updated last year
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆13Apr 13, 2024Updated 2 years ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆32Aug 26, 2024Updated 2 years ago
- This code repository is the official code repository of paper "Spatiotemporal-Conditional Information Fusion Classifier-Free Guidance Rec…☆13Nov 21, 2025Updated 11 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆40Feb 16, 2025Updated last year