The Gearbox Fault Diagnosis dataset consists of vibration data recorded using SpectraQuest’s Gearbox Fault Diagnostics Simulator. The dataset captures vibrations using four sensors placed in different directions, under varying loads from 0% to 90%.
☆45Dec 1, 2025Updated 7 months ago
Alternatives and similar repositories for Enhanced-Gearbox-Fault-Diagnosis-with-Fusion-LSTM-CNN-Network-ISAV_2023
Users that are interested in Enhanced-Gearbox-Fault-Diagnosis-with-Fusion-LSTM-CNN-Network-ISAV_2023 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆16Mar 25, 2024Updated 2 years ago
- Multiscale reduction clustering of vibration signals for unsupervised diagnosis of machine faults☆17Nov 27, 2024Updated last year
- Multi-sensor data collection gathered to expand research on anomaly detection, fault diagnosis, and predictive maintenance, mainly using …☆49Aug 7, 2025Updated 11 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆46Oct 31, 2022Updated 3 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆54Feb 26, 2025Updated last year
- 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.
- In our project we are proposing a real time de-noising algorithm for audio signals based on the Wavelet Transform. White noise is omnipre…☆21Feb 12, 2021Updated 5 years ago
- Unsupervised anomaly detection in vibration signal using PyCaret vs BiLSTM☆15May 11, 2026Updated last month
- ☆23Aug 11, 2025Updated 10 months ago
- ☆15Jan 3, 2025Updated last year
- This reposotory release a gearbox failure dataset, which can support intelliegnt fault diagnosis research(实验室自采齿轮箱开源数据集,包含稳定转速和时变转速)☆36Mar 22, 2026Updated 3 months 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""☆25Nov 20, 2022Updated 3 years ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆38Feb 18, 2023Updated 3 years ago
- WindTurbineHighSpeedBearingPrognosis-Data☆10Aug 19, 2020Updated 5 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆35Oct 19, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- PDA场景下的旋转机械故障诊断,☆14Mar 29, 2024Updated 2 years ago
- 1D CNN for CWRU rolling bearings dataset☆51Jul 19, 2018Updated 7 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
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- Multi-sensor and Multi-scale data fusion through Convolutional Neural Networks☆10Feb 23, 2021Updated 5 years ago
- Multi-sensor and Multi-scale data fusion through Convolutional Neural Networks☆13Aug 28, 2020Updated 5 years ago
- WT-planetary-gearbox-datasets☆91Oct 9, 2025Updated 9 months ago
- Fault diagnosis code based on twin network☆16Jun 9, 2024Updated 2 years ago
- 基于贝叶斯网络的故障诊断算法☆13Jul 3, 2023Updated 3 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.
- 1D-CNN Vibration Signal Bearing Fault Diagnosis☆70Feb 25, 2024Updated 2 years ago
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆10Oct 19, 2023Updated 2 years ago
- ☆10Jul 13, 2019Updated 6 years 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 rul prediction transfomer model☆11Jun 21, 2023Updated 3 years ago
- This is a reposotory that includes paper about LLM-based fault diagnosis and prognosis. (基于大模型的故障诊断和预测,持续更新)☆215Updated this week
- Food supply chain is a Hyperledger blockchain based solution which solves the tracking and tracing of food products in the supply chain s…☆15Jul 12, 2021Updated 4 years ago
- A public repository containing the Case Western Reserve University's Bearing Dataset corrected and cleaned, in .npz format.☆28Feb 4, 2025Updated last year
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆16May 15, 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.
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Mar 28, 2024Updated 2 years ago
- A benchmark fault diagnosis dataset comprises vibration data collected from a gearbox under variable working conditions with intentionall…☆104Apr 7, 2026Updated 3 months ago
- 机器学习背景下旋转机械振动信号故障诊断是否需要信号预处理——使用CWRU数据的一次尝试 Whether signal preprocessing is needed for fault diagnosis of rotating machinery vibration s…☆28Feb 26, 2024Updated 2 years ago
- Code for the paper "PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel Frames" (CVPR 2020).☆18Mar 31, 2021Updated 5 years ago
- This work presents a multi-feature fusion neural network (MSFN) comprised of two inception layer-type multiple channel networks (MCN) for…☆19May 21, 2021Updated 5 years ago
- This repository is the implementation of our paper: Local Correntropy Matrix Representation for Hyperspectral Image Classification, which…☆10Apr 21, 2022Updated 4 years ago
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆20Feb 12, 2023Updated 3 years ago