al3xsh / rolling-element-bearing-fault-detectionView external linksLinks
Code to go with the paper "A novel deep learning model for the detection and identification of rolling element bearing faults"
☆60Jun 11, 2021Updated 4 years ago
Alternatives and similar repositories for rolling-element-bearing-fault-detection
Users that are interested in rolling-element-bearing-fault-detection are comparing it to the libraries listed below
Sorting:
- ☆15Jul 4, 2020Updated 5 years ago
- A python toolkit for bearing fault detection using deep learning☆21Oct 14, 2025Updated 4 months ago
- ☆42Jan 29, 2022Updated 4 years ago
- ☆23Jul 30, 2022Updated 3 years ago
- domain adaption with LSGAN for bearing fault diagnosis☆78Sep 4, 2018Updated 7 years ago
- ☆22Sep 9, 2020Updated 5 years ago
- 论文《基于机理模型的旋转机械领域自适应故障诊断》验证案例的代码和数据☆10Jan 5, 2021Updated 5 years ago
- ☆11Dec 18, 2018Updated 7 years ago
- Siamese network for bearing fault diagnosis☆93Jan 18, 2020Updated 6 years ago
- Multiclass bearing fault classification using features learned by a deep neural network.☆36Mar 19, 2022Updated 3 years ago
- wdcnn model for bearing fault diagnosis☆34Jan 18, 2020Updated 6 years ago
- Fault Diagnosis with Machine Learning Methods, the dissertation project of my MSc Data Science degree at King's College London☆11Aug 30, 2019Updated 6 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆372Oct 10, 2022Updated 3 years ago
- Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.☆31Aug 26, 2019Updated 6 years ago
- Experiments performed to analyse the CNN on the CWRU data set.☆14Aug 15, 2020Updated 5 years ago
- Analysis of CWRU Bearing Data Set and Development of WeChat Mini Program Interface☆58Mar 23, 2022Updated 3 years ago
- 轴承有3种故障:外圈故障,内圈故障,滚珠故障,外加正常的工作状态。如表1所示,结合轴承的3种直径(直径1,直径2,直径3),轴承的工作状态有10类☆35Apr 5, 2019Updated 6 years ago
- with LSTM method to solve bearing fault diagnosis classification☆63Sep 13, 2017Updated 8 years ago
- ☆64Jul 13, 2019Updated 6 years ago
- 🧠 A model for early detection of multiple faults in induction motors based on the use of PCA and multilabel decision-trees☆34Jun 2, 2021Updated 4 years ago
- MATLAB solver for the deformation of an elastic half-space based on the Boundary Element Method (BEM)☆15Nov 21, 2023Updated 2 years ago
- MATLAB toolbox for simulating the lateral dynamics of rotating machines.☆51Oct 26, 2023Updated 2 years ago
- ☆119Aug 27, 2024Updated last year
- Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection☆18Oct 12, 2020Updated 5 years ago
- ☆57Jan 18, 2026Updated last month
- This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.☆96Jan 5, 2025Updated last year
- Bearing fault diagnosis model based on MCNN-LSTM☆410Jul 20, 2023Updated 2 years ago
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆11Apr 13, 2024Updated last year
- ☆218Oct 19, 2019Updated 6 years ago
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆23Apr 28, 2023Updated 2 years ago
- CNN for mechanical fault diagnosis☆333Apr 24, 2018Updated 7 years ago
- Abdulhamid97Mousa / Bearing-Fault-Diagnosis-Method-Based-on-Spectrum-Map-Information-Fusion-and-CNNsReproduce Published Article "Bearing Fault Diagnosis Method Based on Spectrum Map Information Fusion and Convolutional Neural Network""☆24Nov 20, 2022Updated 3 years ago
- Data set for Rolling Element Bearing Fault Diagnosis example in Predictive Maintenance Toolbox☆40Nov 26, 2022Updated 3 years ago
- MATLAB codes for the paper: "Sparse Bayesian Learning Approach for Broken Rotor Bar Fault Diagnosis"☆11Jul 29, 2023Updated 2 years ago
- Fault diagnosis of some critical and non-critical faults in electric drives using anomaly detection.☆13May 21, 2023Updated 2 years ago
- ☆12Jan 3, 2025Updated last year
- Lab-scale Vibration Analysis Dataset and Its Machine Learning Methods☆30Jun 2, 2025Updated 8 months ago
- Source codes for the paper "Fast Sparsity-Assisted Signal Decomposition with Non-Convex Enhancement for Bearing Fault Diagnosis"☆44Aug 15, 2021Updated 4 years ago
- Elastohydrodynamic Lubrication Point Contact Solver for MATLAB☆28Apr 26, 2024Updated last year