EAAI: A unified rotating machinery health management framework leveraging large language models for diverse components, conditions, and tasks
☆19Oct 10, 2025Updated 11 months ago
Alternatives and similar repositories for RotLLM
Users that are interested in RotLLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆128Apr 12, 2025Updated last year
- ☆52Jun 17, 2025Updated last year
- 用于预测性维护与健康管理的大型语言模型（故障诊断；寿命预测）☆133Aug 5, 2026Updated last month
- FD-MVLLM: Fault Diagnosis Based on Multimodal Vibration Data and Large Language Model for Bearing☆90Aug 28, 2026Updated 3 weeks ago
- This library summarizes the sate-of-the-art explainable intelligent fault diagnosis methods.☆27Nov 23, 2025Updated 9 months 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.
- ☆20Dec 20, 2025Updated 9 months ago
- This is a reposotory that includes paper about LLM-based fault diagnosis and prognosis. (基于大模型的故障诊断和预测，持续更新)☆236Aug 22, 2026Updated 3 weeks ago
- ☆18Updated this week
- The open-source code of "CS-SHAP: Extending SHAP to "SHapley Estimated Explanation (SHEP): A Fast post-hoc attribution method for interpr…☆18Jan 22, 2026Updated 7 months ago
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆33Jul 10, 2024Updated 2 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆126Apr 27, 2025Updated last year
- ☆17May 20, 2024Updated 2 years ago
- An AI-based system utilizing Graph Neural Networks (GNNs) for real-time anomaly detection and fault diagnosis in spacecraft engines. It c…☆16Nov 4, 2024Updated last year
- Unified PHM framework for Remaining Useful Life (RUL) prediction, fault diagnosis, fault detection, and anomaly detection for bearings, t…☆83Nov 2, 2025Updated 10 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆61Apr 3, 2023Updated 3 years ago
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆40Jul 6, 2025Updated last year
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Mar 28, 2024Updated 2 years ago
- ☆23Jan 9, 2026Updated 8 months ago
- This repository has open-sourced a dataset of motor failure, including vibration signals and audio signals.(实验室自采多模态电机故障数据，振动信号+声音信号)☆41Jan 30, 2026Updated 7 months ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆51May 25, 2026Updated 3 months ago
- Deep learning models (RNN & LSTM & WaveNet) for predicting the remaining useful life of rolling element bearings using time series health…☆32Feb 28, 2025Updated last year
- ☆15Sep 9, 2026Updated last week
- Multi-modal datasets for fault diagnosis（多模态故障诊断数据集）☆22May 25, 2026Updated 3 months ago
- 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.
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆19Mar 7, 2025Updated last year
- This repository is for the implementation of SGWN.☆14Oct 12, 2024Updated last year
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆73Jan 2, 2025Updated last year
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆24Jul 21, 2026Updated last month
- Code and supplementary material for ICPHM2020☆27Jun 24, 2020Updated 6 years ago
- The intelligent fault diagnosis methods of HNU IDG☆73Nov 9, 2022Updated 3 years ago
- Supporting repository for "A Systematic Literature Review of Spatio-Temporal Graph Neural Network Models for Time Series Forecasting and …☆27Nov 18, 2025Updated 10 months ago
- ☆27May 6, 2025Updated last year
- A public repository containing the data and code for the paper "Explainable fault and severity classification for rolling element bearing…☆23Aug 30, 2025Updated last year
- 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.
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆14Oct 14, 2024Updated last year
- Benmarking for GNN-based RUL prediction☆59Oct 2, 2024Updated last year
- [RESS 2022] Adaptive open set domain generalization network: Learning to diagnose unknown faults under unknown working conditions☆24Nov 14, 2024Updated last year
- A Python toolkit providing a unified interface for storing and manipulating vibrational data for ML-based fault diagnosis.☆17Jan 13, 2026Updated 8 months ago
- A Foundation Model for Industrial Signal Comprehensive Representation☆83Jun 23, 2026Updated 2 months ago
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆23Oct 10, 2025Updated 11 months ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆212May 6, 2021Updated 5 years ago