An AI-based system utilizing Graph Neural Networks (GNNs) for real-time anomaly detection and fault diagnosis in spacecraft engines. It classifies anomalies and provides actionable recommendations, improving safety and predictive maintenance.
☆16Nov 4, 2024Updated last year
Alternatives and similar repositories for Cognitive_Health_Monitoring_System_for_Spacecrafts
Users that are interested in Cognitive_Health_Monitoring_System_for_Spacecrafts 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 Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆16Feb 9, 2025Updated last year
- BG-CNN: A Hybrid Fault Diagnosis Method for Improved Fault Isolation. This repository presents the BG-CNN method, a novel approach that …☆12Jun 25, 2024Updated last year
- 基于深度学习的风电机组机械故障智能识别方法研究☆14Apr 13, 2024Updated 2 years ago
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆14May 15, 2026Updated last month
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆18Mar 7, 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.
- 3 DoFs dynamic model of deep groove ball bearing on x, y and z rotation with outer ring fault.☆22May 16, 2025Updated last year
- The implementation of ACGAN-FG for zero-shot fault diagnosis (Ongoing update)☆18Jun 27, 2025Updated 11 months ago
- ☆23Aug 11, 2025Updated 10 months ago
- A public repository containing the data and code for the paper "Explainable fault and severity classification for rolling element bearing…☆23Aug 30, 2025Updated 9 months ago
- ☆17May 20, 2024Updated 2 years ago
- Linux Driver for USB WiFi Adapters that are based on the RTL8831BU and RTL8851BU Chipsets☆11Mar 27, 2025Updated last year
- 一种新的基于动态图注意力网络和标签传播策略的半监督故障诊断方法☆40May 10, 2023Updated 3 years ago
- Digital Twin of an Induction Motor: Fault Analysis and Predictive Maintenance☆18Jan 13, 2024Updated 2 years ago
- ☆11May 3, 2026Updated last month
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Fault detection and diagnosis for dynamic system based on GAN and independent subspace reconstruction☆12Jun 12, 2023Updated 3 years ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆30Sep 13, 2022Updated 3 years ago
- ☆13Jun 14, 2022Updated 4 years ago
- Python library for training, evaluating, using deep learning for industrial monitoring tasks.☆10Sep 26, 2024Updated last year
- 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
- This repository includes relevant code associated with the book "Fundamentals of Solar Cells and Photovoltaic Systems Engineering"☆12May 15, 2025Updated last year
- Defect Classification in Injection Molding Using Machine Learning☆11Jul 13, 2023Updated 2 years ago
- ☆11Feb 6, 2021Updated 5 years ago
- TsFormer is a toolbox that implement transformer models on Time series model☆11Jul 25, 2024Updated 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.
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.(30余个开源故障…☆142Jun 24, 2025Updated 11 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)☆200May 23, 2026Updated 3 weeks ago
- Matlab simulation of a hydrodynamically lubricated slider bearing☆11Jan 17, 2019Updated 7 years ago
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆40May 16, 2024Updated 2 years ago
- A Python package for evaluating feature importance in LightGBM models using SHAP, permutation importance, and more. Ideal for model inter…☆16Nov 15, 2024Updated last year
- Fault Diagnosis of Tennessee Eastman Chemical process using Neural Networks☆43Feb 1, 2019Updated 7 years ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆65Jan 2, 2025Updated last year
- ☆10Dec 10, 2023Updated 2 years ago
- Code for paper "A method for detecting causal relationships between industrial alarm variables using Transfer entropy and K2-Algorithm"☆17Aug 3, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆40Sep 7, 2022Updated 3 years ago
- SDUST dataset for fault diagnosis pulished by Shandong University of Science and Technology☆45Oct 15, 2024Updated last year
- A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model☆13Mar 13, 2023Updated 3 years ago
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆21Feb 6, 2026Updated 4 months ago
- Code for the paper "CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification", Comput…☆17Nov 24, 2025Updated 6 months ago
- 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
- Learning Pytorch☆13Oct 31, 2023Updated 2 years ago