基于深度学习的机械故障诊断
☆41Feb 27, 2024Updated 2 years ago
Alternatives and similar repositories for Deep_Learning_For_Fault_Diagnosis
Users that are interested in Deep_Learning_For_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:
- 基于机器学习的机械故障诊断☆18Feb 27, 2024Updated 2 years ago
- 机械故障诊断公开数据集☆81Nov 29, 2023Updated 2 years ago
- Fault diagnosis code based on twin network☆17Jun 9, 2024Updated 2 years ago
- 基于深度学习的机械设备故障诊断方法研究☆58Jun 6, 2022Updated 4 years ago
- ☆28May 6, 2025Updated last year
- 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.
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆74Feb 26, 2025Updated last year
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆12Aug 26, 2024Updated 2 years ago
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆38May 16, 2024Updated 2 years ago
- 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 s…☆28Feb 26, 2024Updated 2 years ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆39Feb 18, 2023Updated 3 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆55Feb 26, 2025Updated last year
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆22Dec 27, 2023Updated 2 years ago
- A comprehensive gear eccentricity dataset with multiple fault severity levels: Description, characteristics analysis, and fault diagnosis…☆16Aug 29, 2026Updated 2 months ago
- Few-shot Metric Adversarial Adaptation for Cross-machine Fault Diagnosis☆11Apr 7, 2025Updated last year
- 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.
- MSTDA☆11Oct 16, 2024Updated 2 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆78Sep 8, 2026Updated last month
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆156Feb 28, 2025Updated last year
- ☆17May 20, 2024Updated 2 years ago
- Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis☆41Sep 30, 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
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆34Jul 10, 2024Updated 2 years ago
- PDA场景下的旋转机械故障诊断,☆14Mar 29, 2024Updated 2 years ago
- BG-CNN: A Hybrid Fault Diagnosis Method for Improved Fault Isolation. This repository presents the BG-CNN method, a novel approach that …☆13Jun 25, 2024Updated 2 years 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.
- Python code for TCTL method☆13Jun 22, 2024Updated 2 years ago
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆24Jul 21, 2026Updated 3 months ago
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆17Feb 9, 2025Updated last year
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆40Feb 16, 2025Updated last year
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆21May 25, 2026Updated 5 months ago
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Mar 28, 2024Updated 2 years ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆168Mar 28, 2025Updated last year
- An information fusion-based meta transfer learning method for few-shot fault diagnosis under varying operating conditions☆26Aug 21, 2024Updated 2 years ago
- ☆15Jan 25, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A simple application of Transformer for fault diagnosis on Jiangnan University bearing dataset.☆11Apr 27, 2024Updated 2 years ago
- Wind Turbine Fault Identification using Machine Learning Techniques applied to SCADA data☆12Jan 24, 2019Updated 7 years ago
- Siamese-based ConviMixer combined with few-shot learning for classification under limited data☆29Feb 17, 2024Updated 2 years ago
- MSGPT: LLM-based Semantic Prompt Framework under Multi-sensor Data for Mechanical Fault Diagnosis☆23Mar 15, 2025Updated last year
- A novel digital twin-enabled three-stage feature imputation framework for non-contact intelligent fault diagnosis☆14Jan 8, 2026Updated 9 months ago
- 基于图神经网络的机械故障诊断☆112Feb 27, 2024Updated 2 years ago
- 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