A public repository containing the data and code for the paper "Explainable fault and severity classification for rolling element bearings using Kolmogorov–Arnold networks".
☆23Aug 30, 2025Updated 10 months ago
Alternatives and similar repositories for KAN_Fault_Diagnosis
Users that are interested in KAN_Fault_Diagnosis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Bearing Fault Detection and Classification Based on Temporal Convolutions and LSTM Network in Induction Machine Systems☆24Nov 9, 2024Updated last year
- 3 DoFs dynamic model of deep groove ball bearing on x, y and z rotation with outer ring fault.☆23May 16, 2025Updated last year
- ☆14Mar 5, 2025Updated last year
- 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
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆31Sep 13, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆22Feb 6, 2026Updated 5 months ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 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
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆14May 15, 2026Updated last month
- ☆10Apr 2, 2021Updated 5 years ago
- Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing☆56May 28, 2024Updated 2 years ago
- The open-source code of "CS-SHAP: Extending SHAP to "SHapley Estimated Explanation (SHEP): A Fast post-hoc attribution method for interpr…☆17Jan 22, 2026Updated 5 months ago
- SSGC: Synergistic Similarity Graph Construction for Steel Plate Fault Diagnosis with Graph Attention Networks☆22Dec 5, 2024Updated last year
- Matlab simulation of a hydrodynamically lubricated slider bearing☆11Jan 17, 2019Updated 7 years 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.
- The code for http://arxiv.org/abs/2110.02498☆20Mar 9, 2023Updated 3 years ago
- Unified PHM framework for Remaining Useful Life (RUL) prediction, fault diagnosis, fault detection, and anomaly detection for bearings, t…☆78Nov 2, 2025Updated 8 months ago
- ☆64Jan 18, 2026Updated 5 months ago
- Code for our paper Self Supervised Learning for Semi Supervised Time Series Classification PAKDD 2020☆16Sep 21, 2020Updated 5 years ago
- ☆27Apr 18, 2024Updated 2 years ago
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆40Sep 7, 2022Updated 3 years ago
- Benchmarking fault detection and diagnosis methods☆36Feb 2, 2025Updated last year
- A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model☆13Mar 13, 2023Updated 3 years ago
- AMrotor - A MATLAB Toolbox for the Simulation of Rotating Machinery☆28Nov 21, 2023Updated 2 years 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.
- Vibrational Analysis for CWRU Bearing Dataset☆36Nov 28, 2022Updated 3 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆76Jul 28, 2024Updated last year
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Apr 15, 2022Updated 4 years ago
- 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
- ☆23Aug 11, 2025Updated 10 months 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 basic example of using physics informed machine learning for enhanced structural dynamics modeling☆10Jul 7, 2023Updated 3 years ago
- The library `phmd` is designed to facilitate access to datasets in the context of industrial prognosis and health management (PHM)☆23Apr 9, 2026Updated 3 months ago
- Pytorch Implementation of Deep Kalman Filter☆12Sep 30, 2025Updated 9 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- About wind turbine available datasets for fault diagnosis☆19Jan 8, 2025Updated last year
- Using LSTM and CNN to detect faults in power grids☆15Jan 18, 2019Updated 7 years ago
- Classification of ECG signals by dot Residual LSTM Network for anomaly detection☆22Feb 26, 2020Updated 6 years ago
- Repo for the Neurips Learning to Predict Structural Vibrations paper, provides a dataset and method for vibration prediction in plate str…☆13Updated this week
- This library summarizes the sate-of-the-art explainable intelligent fault diagnosis methods.☆27Nov 23, 2025Updated 7 months ago
- ☆41Jan 29, 2022Updated 4 years ago
- 基于贝叶斯网络的故障诊断算法☆13Jul 3, 2023Updated 3 years ago