轴承故障检测 训练赛第30名代码
☆143May 14, 2019Updated 7 years ago
Alternatives and similar repositories for Bearing-fault-detection
Users that are interested in Bearing-fault-detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 包含一些比较常见的数据挖掘竞赛或者项目的源码☆131Jul 6, 2019Updated 6 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 7 years ago
- [深度应用]·DC竞赛轴承故障检测开源Baseline(基于Keras1D卷积 val_acc:0.99780)☆207Nov 1, 2019Updated 6 years ago
- 利用西储大学开源的轴承故障数据,开发简单的人工神经网络,以实现对轴承故障的检测及识 别。☆58Dec 4, 2020Updated 5 years ago
- wdcnn轴承故障模型☆395Jun 6, 2018Updated 8 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.
- 基于迁移学习DANN模型,对不同工况轴承进行故障诊断☆60Jun 8, 2021Updated 5 years ago
- ☆218Oct 19, 2019Updated 6 years ago
- 帮同学做的轴承故障检测的代码☆21Jul 28, 2022Updated 3 years ago
- 基于深度学习的滚动轴承故障诊断方法☆223May 4, 2019Updated 7 years ago
- 使用TensorFlow建立简单的轴承故障诊断模型☆106Mar 3, 2018Updated 8 years ago
- A python toolkit for bearing fault detection using deep learning☆22Oct 14, 2025Updated 8 months ago
- Import, clean, and prepare data and conduct machine learning for fault detection in a wind turbine☆17Jan 23, 2017Updated 9 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆384Oct 10, 2022Updated 3 years ago
- ☆17Feb 2, 2018Updated 8 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- CNN for mechanical fault diagnosis☆343Apr 24, 2018Updated 8 years ago
- domain adaption with LSGAN for bearing fault diagnosis☆81Sep 4, 2018Updated 7 years ago
- MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analy…☆264Feb 21, 2022Updated 4 years ago
- Analysis of CWRU Bearing Data Set and Development of WeChat Mini Program Interface☆58Mar 23, 2022Updated 4 years ago
- ☆122Sep 11, 2019Updated 6 years ago
- 这是一个首层卷积为宽卷积的深度神经网络Deep Convolutional Neural Networks with Wide First-layer Kernels (WDCNN)的实现,该模型具有优越的抗噪能力,可用于轴承的智能故障诊断。☆59Mar 26, 2023Updated 3 years ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆1,187Apr 9, 2026Updated 2 months ago
- with LSTM method to solve bearing fault diagnosis classification☆64Sep 13, 2017Updated 8 years ago
- Automatically download the cwru data set, and then divide it into training data set and test data set.自动下载cwru数据集,然后分训练数据集和测试数据集☆10Apr 28, 2022Updated 4 years 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.
- using WGAN to generate fault bearing vibration signals☆52May 16, 2018Updated 8 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆145Jul 11, 2021Updated 4 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆766Nov 20, 2021Updated 4 years ago
- TensorFlow implementation of a CNN based mechanical science paper☆47May 17, 2018Updated 8 years ago
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆17Sep 29, 2019Updated 6 years ago
- For better estimation of aero-engine RUL, we concatenate 1-D CNN and LSTM in a parallel structure.☆15Aug 28, 2020Updated 5 years ago
- The repository of "DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs"☆18Oct 12, 2022Updated 3 years ago
- ☆13Sep 11, 2022Updated 3 years ago
- deep learning methods for bearing fault diagnosis☆13Mar 6, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 轴承故障诊断☆130Aug 30, 2022Updated 3 years ago
- 本项目旨在实现轴承故障的自动分类。通过对原始轴承振动信号进行包络分析、带通滤波、希尔伯特变换及短时傅立叶变换等处理,将其转换为二维图谱,再利用 2D 卷积神经网络对这些图谱特征进行学习,从而实现对轴承故障类型的精准识别,为轴承故障诊断提供高效解决方案。☆17Aug 25, 2025Updated 9 months ago
- Bearing Fault Detection and Classification Based on Temporal Convolutions and LSTM Network in Induction Machine Systems☆24Nov 9, 2024Updated last year
- fault detection in wind turbines☆17Sep 16, 2020Updated 5 years ago
- 基于深度学习机械设备故障诊断模型☆176Oct 28, 2017Updated 8 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆322Jan 17, 2021Updated 5 years ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆533Mar 1, 2022Updated 4 years ago