This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insufficient Labels
☆16Mar 25, 2024Updated 2 years ago
Alternatives and similar repositories for FTCCL
Users that are interested in FTCCL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- the code for the paper Spectrum-envelope Attention-driven Adaptive Time-Frequency Enhancement Network and its Application in Trustworthy …☆12Jan 12, 2025Updated last year
- [EAAI 2024] A federated distillation domain generalization framework for machinery fault diagnosis with data privacy☆15Apr 3, 2024Updated 2 years ago
- [JAS-26] Deep Domain Adaptation for Turbofan Engine Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends☆14Jan 19, 2026Updated 9 months ago
- ☆17Jul 21, 2022Updated 4 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.
- MSGPT: LLM-based Semantic Prompt Framework under Multi-sensor Data for Mechanical Fault Diagnosis☆23Mar 15, 2025Updated last year
- [IEEE TIM] This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Dist…☆150Jan 15, 2025Updated last year
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆55Feb 26, 2025Updated last year
- The code for http://arxiv.org/abs/2110.02498☆20Mar 9, 2023Updated 3 years ago
- Pytorch🍊🍉 is delicious, just eat it! 😋😋☆10Feb 13, 2026Updated 8 months ago
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆26Jan 14, 2025Updated last year
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆35Sep 26, 2023Updated 3 years ago
- Code sharing of fault diagnosis papers.☆60Dec 30, 2023Updated 2 years ago
- PDA场景下的旋转机械故障诊断,☆14Mar 29, 2024Updated 2 years ago
- 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.
- 本模型使用NSL-KDD数据集,对数据集进行随机数特征分析后,选取具有代表性的25个特征采用CNN模型进行工业故障诊断。☆10Sep 26, 2021Updated 5 years ago
- A collection of Fault Diagnosis python codes☆10Mar 13, 2022Updated 4 years ago
- This project attempts to identify nine different faults and the healthy condition based on vibrational dataset of bearings. For this purp…☆13Aug 31, 2022Updated 4 years ago
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆19Jul 12, 2025Updated last year
- Multiscale reduction clustering of vibration signals for unsupervised diagnosis of machine faults☆17Nov 27, 2024Updated last year
- This work presents a multi-feature fusion neural network (MSFN) comprised of two inception layer-type multiple channel networks (MCN) for…☆19May 21, 2021Updated 5 years ago
- The intelligent fault diagnosis of HNU IDG☆133Nov 9, 2022Updated 3 years ago
- A novel digital twin-enabled three-stage feature imputation framework for non-contact intelligent fault diagnosis☆14Jan 8, 2026Updated 9 months ago
- This project is for paper " PFFN: A Parallel Feature Fusion Network for Remaining Useful Life Early Prediction of Lithium-ion Battery …☆10Apr 17, 2024Updated 2 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.
- Multi-source information fusion deep self-attention reinforcement learning framework for multi-label compound fault recognition☆21Nov 23, 2022Updated 3 years ago
- Official implementation of methods from the paper SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemica…☆31Nov 1, 2023Updated 3 years ago
- 【IEEE IoTJ 2024】Heterogeneous Federated Learning: Client-side Collaborative Update Inter-Domain Generalization Method for Intelligent Fau…☆15Jun 23, 2025Updated last year
- ☆12Jun 19, 2026Updated 4 months ago
- ☆27Nov 21, 2022Updated 3 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆118Mar 17, 2024Updated 2 years ago
- This repository provides all necessary code and data to reproduce the experiments from the ICSE - 2025 accepted paper: "Improved Detecti…☆10May 31, 2026Updated 5 months ago
- 基于机器学习的机械故障诊断☆18Feb 27, 2024Updated 2 years ago
- A transfer learning model CoDats applied to fault diagnosis problem☆15May 9, 2021Updated 5 years ago
- 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.
- Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis☆41Sep 30, 2025Updated last year
- 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
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆24Aug 29, 2026Updated 2 months ago
- This is a code that combines federated learning with differential privacy for transformer fault diagnosis.☆27Apr 20, 2023Updated 3 years ago
- [TOIS] "Privacy-Preserving Individual-Level COVID-19 Infection Prediction via Federated Graph Learning"☆15Nov 19, 2024Updated last year
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆74Feb 26, 2025Updated last year
- Provide code for deep evidence learning using one-dimensional signals☆15May 26, 2026Updated 5 months ago