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
Sorting:
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆13Feb 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☆13Apr 13, 2024Updated last year
- ☆19Aug 11, 2025Updated 6 months ago
- 3 DoFs dynamic model of deep groove ball bearing on x, y and z rotation with outer ring fault.☆20May 16, 2025Updated 9 months ago
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆17Mar 7, 2025Updated last year
- Code for paper being submitted☆14Jul 9, 2025Updated 7 months ago
- Digital Twin of an Induction Motor: Fault Analysis and Predictive Maintenance☆16Jan 13, 2024Updated 2 years ago
- ☆16May 20, 2024Updated last year
- A public repository containing the data and code for the paper "Explainable fault and severity classification for rolling element bearing…☆22Aug 30, 2025Updated 6 months ago
- The implementation of ACGAN-FG for zero-shot fault diagnosis (Ongoing update)☆18Jun 27, 2025Updated 8 months ago
- 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☆39May 10, 2023Updated 2 years ago
- Deep learning models (RNN & LSTM & WaveNet) for predicting the remaining useful life of rolling element bearings using time series health…☆28Feb 28, 2025Updated last year
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障…☆109Jun 24, 2025Updated 8 months ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆29Sep 13, 2022Updated 3 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
- Python library for training, evaluating, using deep learning for industrial monitoring tasks.☆10Sep 26, 2024Updated last year
- SDUST dataset for fault diagnosis pulished by Shandong University of Science and Technology☆40Oct 15, 2024Updated 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)☆165Feb 6, 2026Updated last month
- Matlab simulation of a hydrodynamically lubricated slider bearing☆11Jan 17, 2019Updated 7 years ago
- Linux Driver for USB WiFi Adapters that are based on the RTL8831BU and RTL8851BU Chipsets☆11Mar 27, 2025Updated 11 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆34Feb 16, 2025Updated last year
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆39Sep 7, 2022Updated 3 years ago
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆37May 16, 2024Updated last year
- 用CGAN训练时频域特征生成特征样本，数据集非图片数据集，用到了dataset自定义的数据集。☆12Apr 30, 2022Updated 3 years ago
- Defect Classification in Injection Molding Using Machine Learning☆11Jul 13, 2023Updated 2 years ago
- Implementation of followinf estimation algorithms in python: Kalman Filter, Extended Kalman Filter, Unscented Kalman Filter, Cubature Kal…☆11Dec 2, 2023Updated 2 years ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆50Jan 2, 2025Updated last year
- 基于深度学习的机械故障诊断☆38Feb 27, 2024Updated 2 years ago
- This repository contains code for a project that trains a neural network to solve solid mechanics problems faster than the traditional fi…☆12Sep 28, 2023Updated 2 years ago
- A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model☆13Mar 13, 2023Updated 2 years ago
- code of the paper "Reliability modeling and statistical analysis of accelerated degradation process with memory effects and unit-to-unit …☆13Jan 28, 2026Updated last month
- Fault detection and diagnosis for dynamic system based on GAN and independent subspace reconstruction☆12Jun 12, 2023Updated 2 years ago
- ☆11Feb 6, 2021Updated 5 years ago
- Multi-scale Signed Recurrence Plot Based Time Series Classification Using Inception Architectural Networks☆10Jul 11, 2023Updated 2 years ago
- Code for the paper "CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification", Comput…☆17Nov 24, 2025Updated 3 months ago
- ☆10Dec 10, 2023Updated 2 years ago
- 数控加工单元数字孪生☆12Jul 6, 2021Updated 4 years ago
- A comprehensive gear eccentricity dataset with multiple fault severity levels: Description, characteristics analysis, and fault diagnosis…☆12Feb 6, 2026Updated last month