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）
☆138Oct 29, 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:
- 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)☆250Aug 22, 2026Updated 2 months ago
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆130Apr 12, 2025Updated last year
- EAAI: A unified rotating machinery health management framework leveraging large language models for diverse components, conditions, and t…☆20Oct 10, 2025Updated last year
- ☆17May 20, 2024Updated 2 years ago
- ☆11May 26, 2025Updated last year
- 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.
- ☆54Oct 19, 2026Updated 2 weeks ago
- FD-MVLLM: Fault Diagnosis Based on Multimodal Vibration Data and Large Language Model for Bearing☆94Aug 28, 2026Updated 2 months ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- 智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）☆500Sep 17, 2026Updated last month
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆52May 25, 2026Updated 5 months ago
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆16May 15, 2026Updated 5 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 months ago
- Unified PHM framework for Remaining Useful Life (RUL) prediction, fault diagnosis, fault detection, and anomaly detection for bearings, t…☆85Nov 2, 2025Updated last year
- ☆21Dec 20, 2025Updated 10 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.
- Prior knowledge-embedded first-layer interpretable paradigm for rail transit vehicle human-computer collaboration fault monitoring 嵌入先验知识…☆15Aug 18, 2026Updated 2 months ago
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆43Jul 6, 2025Updated last year
- 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☆120May 16, 2023Updated 3 years ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆34Jul 10, 2023Updated 3 years ago
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆35Nov 26, 2025Updated 11 months 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
- 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。☆299Jun 12, 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
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆21May 25, 2026Updated 5 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- This repository is for the implementation of SGWN.☆14Oct 12, 2024Updated 2 years ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆34Jul 10, 2024Updated 2 years 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…☆476Sep 11, 2026Updated last month
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆17Apr 3, 2024Updated 2 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆126Apr 27, 2025Updated last year
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆40Feb 16, 2025Updated last year
- Prediction of the remaining useful life of rolling bearings（PHM2012）☆18Apr 29, 2025Updated last year
- 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.
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆157Oct 7, 2026Updated 3 weeks ago
- Provide code for deep evidence learning using one-dimensional signals☆15May 26, 2026Updated 5 months ago
- Asynchronous joint distribution alignment: a new domain confusion mechanism for fault transfer diagnosis☆14May 25, 2026Updated 5 months ago
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆13Apr 13, 2024Updated 2 years ago
- 5 dataset of Industrial tasks，3 defects detection，2 fault diagnosis, with chain-of-thoughts.☆11Mar 4, 2026Updated 7 months ago
- This is the code for the KDD'25 paper, "Toward End-to-End Bearing Fault Diagnosis for Industrial Scenarios with Spiking Neural Networks."☆13Jan 8, 2026Updated 9 months ago
- ☆66Mar 28, 2025Updated last year