This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Distance Metric Learning from Multiscale Features". IEEE Transactions on Instrumentation and Measurement (Accepted)
☆12Mar 2, 2024Updated 2 years ago
Alternatives and similar repositories for Few-shot-via-ensembling-Transformer-with-Mahalanobis-distance
Users that are interested in Few-shot-via-ensembling-Transformer-with-Mahalanobis-distance are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A simple application of Transformer for fault diagnosis on Jiangnan University bearing dataset.☆11Apr 27, 2024Updated 2 years ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆34Jun 4, 2024Updated 2 years ago
- Deep learning for C-MAPSS datasets (PHM-08)☆10Jan 10, 2023Updated 3 years ago
- code for MST paper "Three-dimensional hybrid fusion networks for current-based bearing fault diagnosis"☆10Nov 18, 2023Updated 2 years ago
- Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings…☆103May 16, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Siamese-based ConviMixer combined with few-shot learning for classification under limited data☆29Feb 17, 2024Updated 2 years ago
- This study proposes a high-precision multisensor feature fusion fault diagnosis method. The method is based on the lightweight spatial en…☆21Dec 18, 2024Updated last year
- 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
- The application aims to simulate real life pipeline conditions and detect leaking in pipeline system whether it is underground or general…☆10Jun 19, 2020Updated 6 years ago
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆12Aug 26, 2024Updated 2 years ago
- A Benchmark Model Simulator for Process Control and Monitoring☆13May 11, 2026Updated 5 months ago
- Distributed variational Bayesian algorithms over sensor networks☆12Jun 30, 2017Updated 9 years ago
- A collection of Fault Diagnosis python codes☆10Mar 13, 2022Updated 4 years ago
- Variable Time Reconstruction based modeling framework for soft sensor development☆13Feb 23, 2020Updated 6 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.
- Pytorch implementation of WGAN with gradient penalty (WGAN-GP),☆12Feb 7, 2022Updated 4 years ago
- MATLAB codes for "Sparse Bayesian learning approach for compound bearing fault diagnosis"☆17May 19, 2023Updated 3 years ago
- Source code of the paper "Deep Learning of Latent Variable Models for Industrial Process Monitoring".☆10Dec 18, 2021Updated 4 years ago
- ☆43Feb 19, 2024Updated 2 years ago
- The codes for ¨Multiscale Multitask Deep NetVLAD for Crowd Counting¨ published on IEEE Transactions on Industrial Informatics☆10Oct 23, 2018Updated 8 years ago
- Deep network embedding for graph representation learning in signed networks☆14Jul 8, 2020Updated 6 years ago
- This repo is for the paper "Uncertainty Estimation for Sound Source Localization".☆16Mar 13, 2025Updated last year
- Gaussian process regression algorithms for nonlinear system state prediciton☆13Jun 27, 2015Updated 11 years ago
- 基于matlab的声源定位广义互相关算法的实现☆16May 6, 2022Updated 4 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.
- A basic sales agent application using Streamlit for the user interface and LangChain for the AI component. The agent should be able to: .…☆16Mar 3, 2025Updated last year
- 基于深度学习的机械故障诊断☆41Feb 27, 2024Updated 2 years ago
- A transfer learning fault diagnosis repository covering popular algorithms☆374Aug 6, 2024Updated 2 years ago
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆19Sep 11, 2023Updated 3 years ago
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆16Mar 25, 2024Updated 2 years ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆14Jan 26, 2022Updated 4 years ago
- An integrated software package for Industrial process monitoring and fault detection☆14Dec 22, 2018Updated 7 years ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆12Apr 18, 2020Updated 6 years ago
- Source code of the paper Multiscale Wavelet-Driven Graph Convolutional Network for Blade Icing Detection of Wind Turbines☆14Dec 7, 2022Updated 3 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.
- Bearing Fault Detection and Classification Based on Temporal Convolutions and LSTM Network in Induction Machine Systems☆23Nov 9, 2024Updated last year
- Root Cause Analysis in the Industrial Domain using Knowledge Graphs: A Case Study on Power Transformers☆19Jun 28, 2026Updated 4 months ago
- Unified index for unsupervised fault detection in a Tennessee Eastman Process☆13Sep 18, 2019Updated 7 years ago
- Official implementation of "sound distance estimation" WASPAA 23☆21Dec 31, 2023Updated 2 years ago
- ☆11Jan 19, 2021Updated 5 years ago
- A collection of Python utility classes and functions for loading and processing Polysomnography (PSG) sleep study data.☆11Jan 2, 2025Updated last year
- Deep Autoencoder with Extreme Learning Machines☆14Nov 4, 2021Updated 5 years ago