CNN and LSTM have been trained on CWRU Bearing Dataset and results tested on Simulink Data
☆19Oct 5, 2024Updated last year
Alternatives and similar repositories for Motor-Fault-Detection-Using-Vibration
Users that are interested in Motor-Fault-Detection-Using-Vibration are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Machine learning-based vibration analysis system for early fault detection in industrial bearings using NASA's bearing dataset.☆16Feb 15, 2025Updated last year
- Multi-sensor data collection gathered to expand research on anomaly detection, fault diagnosis, and predictive maintenance, mainly using …☆50Aug 7, 2025Updated last year
- ☆13Jul 4, 2024Updated 2 years ago
- Vibrational Analysis for CWRU Bearing Dataset☆37Nov 28, 2022Updated 3 years ago
- Detection and multi-class classification of Bearing faults using Image classification from Case Western Reserve University data of bearin…☆25Feb 9, 2022Updated 4 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.
- This is a induction motor faults detection project implemented with Tensorflow. We use Stacking Ensembles method (with Random Forest, Sup…☆29May 8, 2022Updated 4 years ago
- Fault detection based on deep learning (CWRU Dataset)☆36Dec 26, 2022Updated 3 years ago
- CNN Fault Diagnosis on CWRU Dataset via Wavelet Filtering☆14Jan 17, 2023Updated 3 years ago
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆15Nov 21, 2025Updated 8 months ago
- A machine learning project for classifying bearing faults using the CWRU dataset, with models built using Python and various ML technique…☆17Jul 7, 2025Updated last year
- Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors☆23Oct 29, 2022Updated 3 years ago
- for my thesis work☆18May 1, 2021Updated 5 years ago
- An ensemble bagged trees classification approach for monitoring of the engine conditions and fault diagnosis using Visual Dot Patterns of…☆18Jul 7, 2022Updated 4 years ago
- This repository has open-sourced a dataset of motor failure, including vibration signals and audio signals.(实验室自采多模态电机故障数据，振动信号+声音信号)☆41Jan 30, 2026Updated 6 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- With the advent of Industry 4.0, manufacturing industries are competing to adopt intelligent machining systems into their processes to ge…☆13May 22, 2020Updated 6 years ago
- ☆15Oct 15, 2025Updated 9 months ago
- This project attempts to identify nine different faults and the healthy condition based on vibrational dataset of bearings. For this purp…☆13Aug 31, 2022Updated 3 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 5 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆60Apr 14, 2022Updated 4 years ago
- 轴承故障数据集☆19Jun 6, 2024Updated 2 years ago
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆23Feb 6, 2026Updated 6 months ago
- Raspberry Pi controller that provides the ability to control a Mitsubishi ducted air conditioner via its serial communications link so th…☆16Jul 6, 2026Updated last month
- Open source simulation model for the induction machine with an inter-turn short circuit fault☆10Mar 31, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Your solution for stiffness problems☆25Apr 5, 2025Updated last year
- running real time style net and CycleGAN in pyqt!☆14Feb 7, 2020Updated 6 years ago
- This is a project for mechanical fault detection. The reason why it is called cute little bird may be because the eyesight of birds is pa…☆15Feb 2, 2024Updated 2 years ago
- ☆12Jan 17, 2023Updated 3 years ago
- Import a Motor-CAD Thermal Model into Simulink and Simscape☆16Jul 22, 2025Updated last year
- ☆21Jan 7, 2024Updated 2 years ago
- Bearing Fault Diagnosis By CNN、LSTM+CNN、GRU+CNN、SelfAttention+CNN☆51Nov 29, 2024Updated last year
- Conditional Cycle-Consistent Generative Adversarial Networks (CCycleGAN)☆15Nov 22, 2019Updated 6 years ago
- FD-MVLLM: Fault Diagnosis Based on Multimodal Vibration Data and Large Language Model for Bearing☆84Jan 21, 2026Updated 6 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- New GAN models in dataset of CWRU☆46Mar 19, 2022Updated 4 years ago
- Motor Current Signature Analysis ML Scripts☆17Jun 6, 2018Updated 8 years ago
- This project compares the accuracy of different machine learning models in the identification and classification of bearing faults from t…☆14Apr 24, 2022Updated 4 years ago
- 传感器故障检测，多输入输出神经网络模型☆12Mar 9, 2021Updated 5 years ago
- 智能故障诊断期刊推荐☆12Jun 16, 2022Updated 4 years ago
- 采样频率12kHz的驱动端故障数据--CWRU凯斯西储大学故障诊断实验数据集☆12May 31, 2023Updated 3 years ago
- 1D CNN for CWRU rolling bearings dataset☆51Jul 19, 2018Updated 8 years ago