轴承故障数据集
☆19Jun 6, 2024Updated last year
Alternatives and similar repositories for bearing-dataset-collection
Users that are interested in bearing-dataset-collection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 本项目旨在实现轴承故障的自动分类。通过对原始轴承振动信号进行包络分析、带通滤波、希尔伯特变换及短时傅立叶变换等处理，将其转换为二维图谱，再利用 2D 卷积神经网络对这些图谱特征进行学习，从而实现对轴承故障类型的精准识别，为轴承故障诊断提供高效解决方案。☆13Aug 25, 2025Updated 7 months ago
- ☆26May 3, 2025Updated 10 months ago
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆11Apr 13, 2024Updated last year
- 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
- SQ dataset for fault diagnosis pulished by Xi'an jiaotong University☆16Oct 10, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆35Feb 16, 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
- CNN and LSTM have been trained on CWRU Bearing Dataset and results tested on Simulink Data☆16Oct 5, 2024Updated last year
- [AAAI-2024] Official implementation of "eTag: Class-Incremental Learning via Embedding Distillation and Task-Oriented Generation"☆28Dec 1, 2025Updated 3 months ago
- FDS-MOMEDA: Optimization-Blind Deconvolution in Finite High-Dimensional Spaces for Extracting Pulse Signal in Rolling Bearing Fault Diagn…☆11May 29, 2024Updated last year
- 毕设，轴承故障诊断系统☆10May 23, 2023Updated 2 years ago
- The collection of related papers and resources for the paper Time Series Analysis for Education: Methods, Applications, and Future Direct…☆18Apr 12, 2025Updated 11 months ago
- ☆17Sep 12, 2025Updated 6 months ago
- Continual Evidential Deep Learning ICCVW 2023☆14Nov 3, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for paper being submitted☆14Jul 9, 2025Updated 8 months ago
- MSGPT: LLM-based Semantic Prompt Framework under Multi-sensor Data for Mechanical Fault Diagnosis☆23Mar 15, 2025Updated last year
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated 10 months ago
- Benmarking for GNN-based RUL prediction☆50Oct 2, 2024Updated last year
- Explore, compare and develop autoencoder models with a back-end agnostic framework☆23Oct 10, 2025Updated 5 months ago
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆22Jan 14, 2025Updated last year
- This is our implemented source code for the paper "A Bearing Fault Diagnosis Framework Based on Few-Shot Learning with Distribution Consi…☆13Jan 7, 2025Updated last year
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆28Nov 25, 2024Updated last year
- A collection of datasets for RUL estimation as Lightning Data Modules.☆55Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆18Apr 10, 2024Updated last year
- ACAN: A Plug-and-Play Adaptive Center-Aligned Network for Unsupervised Domain Adaptation☆21Sep 12, 2024Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated last year
- RNN-flavoured Ensembling to Predict Remaining Useful Life of Lithium-ion Batteries☆24Apr 25, 2022Updated 3 years ago
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆22Sep 26, 2022Updated 3 years ago
- 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
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Mar 28, 2024Updated 2 years ago
- Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning （CVPR 2025）☆33Jan 28, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- SDUST dataset for fault diagnosis pulished by Shandong University of Science and Technology☆44Oct 15, 2024Updated last year
- Companion repository for the paper "Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision"…☆27Jan 27, 2022Updated 4 years ago
- ☆16Oct 17, 2023Updated 2 years ago
- Matlab code for learning doubly sparse dictionary on synthetic data. Details can be found in the paper "A Provable Approach for Double-Sp…☆11Mar 5, 2018Updated 8 years ago
- Denoising diffusion model, 1d version.☆22Dec 28, 2023Updated 2 years ago
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆45Jun 24, 2024Updated last year
- Semantic Flow for Fast and Accurate Scene Parsing☆11Aug 27, 2021Updated 4 years ago