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）
☆130Aug 5, 2026Updated this week
Alternatives and similar repositories for Awesome-large-language-model-for-Prognostics-and-health-management
Users that are interested in Awesome-large-language-model-for-Prognostics-and-health-management 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
- 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)☆224Jul 29, 2026Updated last week
- EAAI: A unified rotating machinery health management framework leveraging large language models for diverse components, conditions, and t…☆18Oct 10, 2025Updated 10 months ago
- ☆52Jun 17, 2025Updated last year
- ☆17May 20, 2024Updated 2 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.
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- FD-MVLLM: Fault Diagnosis Based on Multimodal Vibration Data and Large Language Model for Bearing☆84Jan 21, 2026Updated 6 months ago
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆24Jul 21, 2026Updated 3 weeks ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆34Jul 10, 2023Updated 3 years ago
- Unified PHM framework for Remaining Useful Life (RUL) prediction, fault diagnosis, fault detection, and anomaly detection for bearings, t…☆83Nov 2, 2025Updated 9 months ago
- This repository is for the implementation of SGWN.☆14Oct 12, 2024Updated last year
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆34Nov 26, 2025Updated 8 months ago
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆17Apr 3, 2024Updated 2 years ago
- 智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）☆486Jul 11, 2026Updated last month
- 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.
- ☆18Dec 20, 2025Updated 7 months ago
- 分享的所有数据集均为开源的PHM（Prognostics and Health Management）数据，涵盖故障诊断、健康评估和寿命预测等领域。☆293Jun 12, 2024Updated 2 years ago
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆33Jul 10, 2024Updated 2 years ago
- 智能故障诊断中一维类梯度激活映射可视化展示 1D-Grad-CAM for interpretable intelligent fault diagnosis☆119May 16, 2023Updated 3 years ago
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆15May 15, 2026Updated 2 months ago
- This is a reposotory that includes paper、code and datasets about domain generalization-based fault diagnosis and prognosis. (基于领域泛化的故障诊断和…☆454Jul 29, 2026Updated last week
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆20May 25, 2026Updated 2 months ago
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆151Dec 13, 2024Updated last year
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆12Apr 13, 2024Updated 2 years ago
- 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.
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆123Apr 27, 2025Updated last year
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆37Jul 6, 2025Updated last year
- ☆16Nov 29, 2024Updated last year
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆69Jan 2, 2025Updated last year
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- MSGPT: LLM-based Semantic Prompt Framework under Multi-sensor Data for Mechanical Fault Diagnosis☆23Mar 15, 2025Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆50May 25, 2026Updated 2 months ago
- Python code for TCTL method☆13Jun 22, 2024Updated 2 years ago
- Multi-modal datasets for fault diagnosis（多模态故障诊断数据集）☆20May 25, 2026Updated 2 months 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.
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆36Feb 16, 2025Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆19Mar 7, 2025Updated last year
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆20Jul 12, 2025Updated last year
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆114Mar 17, 2024Updated 2 years ago
- ☆60Mar 28, 2025Updated last year
- This library summarizes the sate-of-the-art explainable intelligent fault diagnosis methods.☆27Nov 23, 2025Updated 8 months ago