Lab-scale Vibration Analysis Dataset and Its Machine Learning Methods
☆31Jun 2, 2025Updated last year
Alternatives and similar repositories for VBL-VA001
Users that are interested in VBL-VA001 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Nov 15, 2022Updated 3 years ago
- Machine learning-based vibration analysis system for early fault detection in industrial bearings using NASA's bearing dataset.☆17Feb 15, 2025Updated last year
- ☆13Jul 4, 2024Updated 2 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""☆26Nov 20, 2022Updated 3 years ago
- Bandit Optimization Aglorithms and Envelope Analysis based Methods for Machinery Fault Diagnosis☆15Jan 6, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The code for http://arxiv.org/abs/2110.02498☆20Mar 9, 2023Updated 3 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆18Aug 29, 2023Updated 3 years ago
- Vibration Analysis for Fault Detection using STFT, FFT in Python☆26Oct 21, 2022Updated 3 years ago
- Frequency tracking in time-frequency representations☆13Jan 19, 2021Updated 5 years ago
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆26Aug 13, 2026Updated 2 months ago
- Machine Learning Projects on IOT sensor data☆10May 6, 2019Updated 7 years ago
- ☆41Jan 29, 2022Updated 4 years ago
- This is the Matlab code of the blind deconvolution based on the ratio of cyclic content (BD-RCC). BD-RCC can be used to recover repetitiv…☆24Jun 17, 2021Updated 5 years ago
- Empirical Fourier decomposition: An accurate signal decomposition method for nonlinear and non-stationary time series analysis☆16Feb 12, 2022Updated 4 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.
- Working in the field of predictive modelling to detect and classify various types of faults in induction motors by deploying various ML a…☆10Feb 13, 2022Updated 4 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
- Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings…☆102May 16, 2024Updated 2 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Sep 20, 2021Updated 5 years ago
- a fast convolutional sparse dictionary learning algorithm, It can be applied to long one-dimensional signal processing. It doesn't need t…☆14Sep 24, 2021Updated 5 years ago
- WT-planetary-gearbox-datasets☆94Oct 9, 2025Updated last year
- Hierarchical diagnosis of bearing faults using branch convolutional neural network considering noise interference and variable working co…☆26Nov 20, 2022Updated 3 years ago
- This is an implementation of “Domain Adaptation for Fault Diagnosis on CWRU Dataset"☆15Oct 15, 2021Updated 5 years ago
- The code for paper "Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection"☆21Mar 28, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Condition Based Maintenance Fault Database for Testing of Diagnostic and Prognostics Algorithms☆19Nov 26, 2024Updated last year
- Bearing Fault Detection and Classification Based on Temporal Convolutions and LSTM Network in Induction Machine Systems☆23Nov 9, 2024Updated last year
- 机器学习数据预处理:包括画数据分布图、特征筛选、调参技巧☆12Mar 14, 2024Updated 2 years ago
- Benchmark code for optimizers of bearing fault diagnosis. This code provides moduled features of data download, preprocessing, training, …☆48Sep 5, 2023Updated 3 years ago
- MATLAB codes for "Group-sparsity learning approach for bearing fault diagnosis"☆16May 6, 2022Updated 4 years ago
- Hard Thresholding Fast Iterative Filtering (htFIF) and Direct Fast Iterative Filtering (dFIF)☆10Nov 26, 2018Updated 7 years ago
- : Faulty and healthy gear box Data sets need to be analyzed in detail. Here, we created this dataset for those who do research in wind tu…☆68Mar 18, 2018Updated 8 years ago
- MATLAB codes for "Bearing fault diagnosis with frequency sparsity learning"☆32Dec 19, 2022Updated 3 years ago
- Source codes for the paper "Fast Sparsity-Assisted Signal Decomposition with Non-Convex Enhancement for Bearing Fault Diagnosis"☆44Aug 15, 2021Updated 5 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.
- 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
- MPTCP Deep Reinforcement Learning☆12Jun 22, 2018Updated 8 years ago
- Adaptive Variational Nonlinear Chirp Mode Decomposition☆29Dec 9, 2022Updated 3 years ago
- TensorFlow implementation of a CNN based mechanical science paper☆46May 17, 2018Updated 8 years ago
- 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
- Smart DRO for milling machines using Microchip SAM D21 ARM-based MCU. Includes full electronic design w/PCB, software, and mechanical des…☆13Oct 24, 2023Updated 2 years ago
- Denoising method for C-MAPSS based on a denoising GAN. Includes other six denoising methods such as DAE, SG filter, etc.☆11Nov 2, 2022Updated 3 years ago