Code repository for Fault diagnosis of rotating machinery based on recurrent neural networks
☆16Mar 15, 2022Updated 4 years ago
Alternatives and similar repositories for FDGRU-PyTorch
Users that are interested in FDGRU-PyTorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆22Nov 23, 2022Updated 3 years ago
- Wide Kernel Time-Frequency Fusion (WTFF)--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- ☆13Sep 11, 2022Updated 3 years ago
- This project deals with detection and diagnosis of 7 faults of a reciprocating compressor using acoustic signals. After feature extractio…☆15Aug 14, 2022Updated 3 years ago
- A collection of Fault Diagnosis python codes☆10Mar 13, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆76Jan 9, 2024Updated 2 years ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆63Dec 1, 2021Updated 4 years ago
- An Explainable Neural Network for Fault Diagnosis With a Frequency Activation Map☆14Dec 30, 2021Updated 4 years ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 4 years ago
- The code for NISTA_Net☆11Apr 7, 2023Updated 3 years ago
- 基于Laplace小波卷积和BiGRU的少量样本故障诊断方法 (Small sample fault diagnosis based on Laplace wavelet convolution and BiGRU)☆71Jun 10, 2025Updated 11 months ago
- Empirical Fourier decomposition: An accurate signal decomposition method for nonlinear and non-stationary time series analysis☆14Feb 12, 2022Updated 4 years ago
- ☆16Jul 21, 2022Updated 3 years ago
- We will do a condition monitoring of a test hydraulic rig, using various sensor values and using xgboost for classification☆13Sep 1, 2018Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The intelligent fault diagnosis of HNU IDG☆130Nov 9, 2022Updated 3 years ago
- The PyTorch version for 'Domain-adversarial similarity-based meta-learning network'.☆18Apr 8, 2022Updated 4 years ago
- code for WaveCNet☆18Jun 21, 2021Updated 4 years ago
- 基于注意力机制的少量样本故障诊断 pytorch☆287Mar 15, 2026Updated 2 months ago
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆54Jul 6, 2022Updated 3 years ago
- It comes from eight universities, Case Western Reserve University(CWRU), Beijing University of Aeronautics and Astronautics(BUAA), Southe…☆24Mar 13, 2020Updated 6 years ago
- Multi-sensor and Multi-scale data fusion through Convolutional Neural Networks☆13Aug 28, 2020Updated 5 years ago
- Implementation of an invariant scattering convolution network☆15May 16, 2017Updated 9 years 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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆35Sep 26, 2023Updated 2 years ago
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆25Dec 6, 2023Updated 2 years ago
- 基于图神经网络的机械故障诊断☆112Feb 27, 2024Updated 2 years ago
- Codebase for "SGAIN, WSGAIN-CP and WSGAIN-GP: Novel GAN Methods for Missing Data Imputation"☆17Jan 18, 2022Updated 4 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆106Apr 24, 2025Updated last year
- 飞控☆11May 19, 2021Updated 5 years ago
- ☆37Nov 29, 2022Updated 3 years ago
- MATLAB codes for "Group-sparsity learning approach for bearing fault diagnosis"☆15May 6, 2022Updated 4 years ago
- Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection☆18Oct 12, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Classifies percussion audio samples with a CNN-LSTM, written in python and pytorch. Also exports to Drumkv1 (lv2 plugin)☆14Aug 20, 2020Updated 5 years 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
- The code for paper "Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection"☆21Mar 28, 2023Updated 3 years ago
- Code for our paper "Domain adaptive transfer learning for fault diagnosis." 2019 Prognostics and System Health Management Conference (PHM…☆23Apr 11, 2022Updated 4 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆43Mar 27, 2023Updated 3 years ago
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆24Aug 14, 2023Updated 2 years ago
- Python Source code and datasets used in my doctoral dissertation - Detection of faults in HVAC systems using tree-based ensemble models a…☆13Oct 6, 2018Updated 7 years ago