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 signals in the context of machine learning - an attempt using CWRU data
☆28Feb 26, 2024Updated 2 years ago
Alternatives and similar repositories for IFD-Preprocessing-Experiment
Users that are interested in IFD-Preprocessing-Experiment are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 基于深度学习的机械设备故障诊断方法研究☆51Jun 6, 2022Updated 3 years ago
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆19Sep 11, 2023Updated 2 years ago
- Source codes for paper "A weighted multi-scale dictionary learning model and its applications on bearing fault diagnosis"☆44Feb 27, 2020Updated 6 years ago
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆39May 16, 2024Updated last year
- Code for paper being submitted☆14Jul 9, 2025Updated 9 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 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
- Multiscale reduction clustering of vibration signals for unsupervised diagnosis of machine faults☆17Nov 27, 2024Updated last year
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆11Apr 13, 2024Updated last year
- 基于深度学习的机械故障诊断☆40Feb 27, 2024Updated 2 years ago
- Learning Imbalanced Datasets With Maximum Margin Losss☆12Jun 17, 2023Updated 2 years ago
- PyTorch-based implementations of short-time Fourier transform☆15Jul 21, 2025Updated 8 months ago
- 基于注意力机制的少量样本故障诊断 pytorch☆284Mar 15, 2026Updated 3 weeks ago
- The objective of this project is to showcase how the performance of a multi-sensor system can be improved by reducing uncertainty, improv…☆12Jun 20, 2022Updated 3 years ago
- ☆13Jul 22, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Wide Kernel Time-Frequency Fusion (WTFF)--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- imbalanced fault diagnosis☆14Aug 12, 2020Updated 5 years ago
- : Faulty and healthy gear box Data sets need to be analyzed in detail. Here, we created this dataset for those who do research in wind tu…☆64Mar 18, 2018Updated 8 years ago
- Fault detection and diagnosis for dynamic system based on GAN and independent subspace reconstruction☆12Jun 12, 2023Updated 2 years ago
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆18Mar 7, 2025Updated last year
- ☆12Jan 17, 2023Updated 3 years ago
- Multi-Scale Convolutional Neural Network for Time Series Classification (MCNN)☆25Jul 27, 2019Updated 6 years ago
- ☆13Jun 14, 2022Updated 3 years ago
- Official PyTorch Implementation of GNDAN (TNNLS'22)☆12May 1, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- his code is a pytorch version for CycleFlow model in "CycleFlow: Purify Information Factors by Cycle Loss"☆15Jan 14, 2022Updated 4 years ago
- An Explainable Neural Network for Fault Diagnosis With a Frequency Activation Map☆14Dec 30, 2021Updated 4 years ago
- dbn with smote 增强☆11Apr 12, 2019Updated 6 years ago
- The intelligent fault diagnosis of HNU IDG☆125Nov 9, 2022Updated 3 years ago
- An AI-based system utilizing Graph Neural Networks (GNNs) for real-time anomaly detection and fault diagnosis in spacecraft engines. It c…☆16Nov 4, 2024Updated last year
- 基于LabVIEW,可由故障齿轮箱振动信号生成时域图、频谱图、倒频谱图和包络谱图☆16Jun 25, 2020Updated 5 years ago
- This reposotory release a bearing failure dataset, which can support intelliegnt fault diagnosis research(实验室自采轴承开源数据集,包含稳定转速和时变转速)☆109Mar 21, 2026Updated 3 weeks ago
- Transfer learning☆62Aug 13, 2021Updated 4 years ago
- ☆18Jun 30, 2023Updated 2 years 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.
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆30Jul 10, 2024Updated last year
- multi-source domain graph convolution networks (Fault and Abnormal Vibration Diagnosis)☆12Mar 29, 2022Updated 4 years ago
- Fault detection based on deep learning (CWRU Dataset)☆35Dec 26, 2022Updated 3 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆102Apr 24, 2025Updated 11 months ago
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆17Sep 29, 2019Updated 6 years ago
- ARNN: Attentive Recurrent Neural Network for Multi-channel EEG Signals to Identify Epileptic Seizures☆17Mar 8, 2024Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆45Jul 27, 2023Updated 2 years ago