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☆53Jun 6, 2022Updated 4 years ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆20Feb 29, 2024Updated 2 years ago
- ☆12Jan 17, 2023Updated 3 years ago
- ☆18Jun 30, 2023Updated 3 years ago
- The implementation of ACGAN-FG for zero-shot fault diagnosis (Ongoing update)☆18Jun 27, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Source codes for paper "A weighted multi-scale dictionary learning model and its applications on bearing fault diagnosis"☆45Feb 27, 2020Updated 6 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
- 一种轻量化故障诊断框架——LiConvFormer☆164Dec 24, 2024Updated last year
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆33Jul 10, 2024Updated 2 years ago
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆39May 16, 2024Updated 2 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…☆65Mar 18, 2018Updated 8 years ago
- This is the implementation of Federated Meta-Learning for Few shot Fault Diagnosis (FedMeta-FFD).☆31Jan 21, 2024Updated 2 years ago
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆22Feb 6, 2026Updated 5 months ago
- ☆15Jan 25, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆15May 15, 2026Updated 2 months ago
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆19Mar 7, 2025Updated last year
- A Dual-View Network For Imbalanced Fault Diagnosis of Rotating Machinery☆11Aug 29, 2023Updated 2 years ago
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆593Oct 10, 2024Updated last year
- 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☆12Apr 13, 2024Updated 2 years ago
- Transfer learning☆64Aug 13, 2021Updated 4 years ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆107Feb 14, 2025Updated last year
- 基于注意力机制的少量样本故障诊断 pytorch☆293May 25, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This library summarizes the sate-of-the-art explainable intelligent fault diagnosis methods.☆27Nov 23, 2025Updated 7 months 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
- Variance discrepancy representation☆17May 25, 2024Updated 2 years ago
- PDA场景下的旋转机械故障诊断,☆14Mar 29, 2024Updated 2 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)☆116Mar 21, 2026Updated 4 months ago
- 1D-CNN Vibration Signal Bearing Fault Diagnosis☆70Feb 25, 2024Updated 2 years ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆68Jan 2, 2025Updated last year
- 基于深度学习的机械故障诊断☆42Feb 27, 2024Updated 2 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆110May 25, 2026Updated last month
- 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.
- The intelligent fault diagnosis of HNU IDG☆131Nov 9, 2022Updated 3 years ago
- This is a code that combines federated learning with differential privacy for transformer fault diagnosis.☆27Apr 20, 2023Updated 3 years ago
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆154Feb 28, 2025Updated last year
- Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis(pytorch) 深度残差收缩网络应用于故障诊断☆254Mar 10, 2023Updated 3 years ago
- ☆16Nov 29, 2024Updated last year
- Learning Imbalanced Datasets With Maximum Margin Losss☆11Jun 17, 2023Updated 3 years ago
- ☆26May 6, 2025Updated last year