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.
☆24Mar 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:
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆13Nov 21, 2025Updated 4 months ago
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆20Feb 6, 2026Updated last month
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆18Mar 7, 2025Updated last year
- Wide Kernel Time-Frequency Fusion (WTFF)--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- Leveraging multiple deep learning models for fault diagnosis☆52Dec 22, 2025Updated 3 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- The implementation of ACGAN-FG for zero-shot fault diagnosis (Ongoing update)☆18Jun 27, 2025Updated 9 months ago
- Unified PHM framework for Remaining Useful Life (RUL) prediction, fault diagnosis, fault detection, and anomaly detection for bearings, t…☆64Nov 2, 2025Updated 4 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆52Feb 26, 2025Updated last year
- ☆25May 6, 2025Updated 10 months ago
- This library summarizes the sate-of-the-art explainable intelligent fault diagnosis methods.☆25Nov 23, 2025Updated 4 months ago
- FD-MVLLM: Fault Diagnosis Based on Multimodal Vibration Data and Large Language Model for Bearing☆65Jan 21, 2026Updated 2 months ago
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆27Jul 6, 2025Updated 8 months ago
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆22Jan 14, 2025Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- This study proposes a high-precision multisensor feature fusion fault diagnosis method. The method is based on the lightweight spatial en…☆21Dec 18, 2024Updated last year
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆18Feb 29, 2024Updated 2 years ago
- ☆30Nov 7, 2024Updated last year
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆40Sep 7, 2022Updated 3 years ago
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Aug 26, 2024Updated last year
- Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis☆30Sep 30, 2025Updated 6 months ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆57Jan 2, 2025Updated last year
- Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors☆24Oct 29, 2022Updated 3 years ago
- ☆26Nov 21, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆100Feb 14, 2025Updated last year
- Few-shot Metric Adversarial Adaptation for Cross-machine Fault Diagnosis☆10Apr 7, 2025Updated 11 months ago
- TFSCL☆19Jul 25, 2024Updated last year
- Code for "Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis" (Sensors 2024)☆10Nov 27, 2024Updated last year
- 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
- A Multi-source Cross-speed Bearing Fault Diagnosis Method☆12Jan 7, 2025Updated last year
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆10Oct 19, 2023Updated 2 years ago
- ☆16Nov 29, 2024Updated last year
- A Dual-View Network For Imbalanced Fault Diagnosis of Rotating Machinery☆11Aug 29, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆14Jan 25, 2025Updated last year
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆16Apr 3, 2024Updated last year
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆153Mar 28, 2025Updated last year
- 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)☆37Jan 30, 2026Updated 2 months ago
- Multi-sensor data collection gathered to expand research on anomaly detection, fault diagnosis, and predictive maintenance, mainly using …☆44Aug 7, 2025Updated 7 months ago
- Deep learning models (RNN & LSTM & WaveNet) for predicting the remaining useful life of rolling element bearings using time series health…☆30Feb 28, 2025Updated last year
- This repository contains Python code for analyzing and processing the Case Western Reserve University Bearing Dataset. The code includes …☆16Jul 17, 2024Updated last year