MatPiech / motor-fault-diagnosisView external linksLinks
Multi-sensor data collection gathered to expand research on anomaly detection, fault diagnosis, and predictive maintenance, mainly using non-invasive methods such as thermal observation or vibration measurement.
☆41Aug 7, 2025Updated 6 months ago
Alternatives and similar repositories for motor-fault-diagnosis
Users that are interested in motor-fault-diagnosis are comparing it to the libraries listed below
Sorting:
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆50Feb 26, 2025Updated 11 months ago
- The dataset contains the three-phase current signals measured from a squirrel-cage induction motor. The experimental tests were carried o…☆12Jul 21, 2025Updated 6 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆46Oct 31, 2022Updated 3 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆66Feb 26, 2025Updated 11 months 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)☆36Jan 30, 2026Updated 2 weeks ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆34Oct 12, 2023Updated 2 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
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障…☆106Jun 24, 2025Updated 7 months ago
- ☆22Nov 23, 2022Updated 3 years ago
- The Gearbox Fault Diagnosis dataset consists of vibration data recorded using SpectraQuest’s Gearbox Fault Diagnostics Simulator. The dat…☆37Dec 1, 2025Updated 2 months ago
- CNN and LSTM have been trained on CWRU Bearing Dataset and results tested on Simulink Data☆15Oct 5, 2024Updated last year
- This is a induction motor faults detection project implemented with Tensorflow. We use Stacking Ensembles method (with Random Forest, Sup…☆28May 8, 2022Updated 3 years ago
- Code sharing of fault diagnosis papers.☆58Dec 30, 2023Updated 2 years ago
- Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.☆31Aug 26, 2019Updated 6 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆149Dec 24, 2024Updated last year
- 基于机器学习的机械故障诊断☆18Feb 27, 2024Updated last year
- This study proposes a high-precision multisensor feature fusion fault diagnosis method. The method is based on the lightweight spatial en…☆18Dec 18, 2024Updated last year
- Fault Diagnosis of Interturn short circuit of Permanent Magnet Synchronous Motor based on Depth Learning☆21Sep 13, 2018Updated 7 years ago
- A benchmark fault diagnosis dataset comprises vibration data collected from a gearbox under variable working conditions with intentionall…☆84Nov 26, 2025Updated 2 months ago
- The intelligent fault diagnosis of HNU IDG☆122Nov 9, 2022Updated 3 years ago
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆543Oct 10, 2024Updated last year
- This repository contains the implementation of the model for bearing fault diagnosis，also includes five comparison models for performance…☆22Mar 7, 2025Updated 11 months ago
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆26Jul 6, 2025Updated 7 months ago
- Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors☆24Oct 29, 2022Updated 3 years ago
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆20Feb 12, 2023Updated 3 years ago
- Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings…☆94May 16, 2024Updated last year
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Sep 20, 2021Updated 4 years ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆281Dec 8, 2022Updated 3 years ago
- A transfer learning fault diagnosis repository covering popular algorithms☆336Aug 6, 2024Updated last year
- ☆27Nov 7, 2024Updated last year
- 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
- 基于图神经网络的机械故障诊断☆107Feb 27, 2024Updated last year
- A Dual-View Style Mixing Network for Unsupervised Cross-Domain Fault Diagnosis With Imbalanced Data☆23Mar 18, 2025Updated 10 months ago
- TCN-LSTM Motor Vibration Fault Diagnosis Model☆36Aug 8, 2024Updated last year
- Bearing Fault Diagnosis By CNN、LSTM+CNN、GRU+CNN、SelfAttention+CNN☆42Nov 29, 2024Updated last year
- ☆24Nov 21, 2022Updated 3 years ago
- Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance ev…☆33Nov 1, 2025Updated 3 months ago
- Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis（pytorch） 深度残差收缩网络应用于故障诊断☆250Mar 10, 2023Updated 2 years ago
- Leveraging multiple deep learning models for fault diagnosis☆49Dec 22, 2025Updated last month