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
Alternatives and similar repositories for Deep-Convolutional-Neural-Networks-with-Wide-First-layer-Kernels
Users that are interested in Deep-Convolutional-Neural-Networks-with-Wide-First-layer-Kernels are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 西储大学轴承数据集故障诊断的仿真平台☆136Oct 9, 2023Updated 2 years ago
- 帮同学做的轴承故障检测的代码☆21Jul 28, 2022Updated 4 years ago
- ☆14May 26, 2022Updated 4 years ago
- 采用一种包含加权水平可见图(WHVG)的图卷积网络(GCN),对采样的轴承震动时间序列数据分析,进行滚动轴承故障诊断。其中,对HVG中两节点的边,以节点距离的倒数作为权重进行加权,以削弱噪声节点对其他距离较远节点的影响。☆46Apr 18, 2023Updated 3 years ago
- 实现的是WDCNN的pytorch版本代码,对应论文的第三章 data包含了四个数据文件夹,这里只使用了0HP文件夹中的数据,里面包含了正常、内圈、外圈、滚动体共10种状态 preprocess.py的功能是对数据进行采样、编码,虽然划分出来了验证集但是并没有使用 trai…☆27Jan 11, 2023Updated 3 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.
- 基于深度学习的滚动轴承故障诊断方法☆223May 4, 2019Updated 7 years ago
- 轴承故障诊断☆132Aug 30, 2022Updated 3 years ago
- 基于小波时频图与 Swin Transformer 的轴承故障诊断方法☆56Jul 30, 2023Updated 3 years ago
- 1DCNN Fault Detection(1DCNN的轴承故障诊断)☆207Apr 21, 2022Updated 4 years ago
- A python program to build ResNet-1D model and DRSN-1D model in keras environment.☆11Mar 29, 2023Updated 3 years ago
- wdcnn轴承故障模型☆393Jun 6, 2018Updated 8 years ago
- Transfer learning☆63Aug 13, 2021Updated 5 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 11 months ago
- Analysis of CWRU Bearing Data Set and Development of WeChat Mini Program Interface☆59Mar 23, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 基于迁移学习DANN模型,对不同工况轴承进行故障诊断☆61Jun 8, 2021Updated 5 years ago
- wdcnn model for bearing fault diagnosis☆36Jan 18, 2020Updated 6 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆390Oct 10, 2022Updated 3 years ago
- Code sharing of fault diagnosis papers.☆60Dec 30, 2023Updated 2 years ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆34Jul 10, 2023Updated 3 years ago
- PyTorch-based implementations of short-time Fourier transform☆14Jul 21, 2025Updated last year
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆43Mar 27, 2023Updated 3 years ago
- ☆126Aug 27, 2024Updated last year
- 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
- 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.
- A few shot learning repository for bearing fault diagnosis.☆119Aug 3, 2023Updated 3 years ago
- Bearing fault diagnosis model based on MCNN-LSTM☆447Jul 24, 2026Updated 3 weeks ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆113May 25, 2026Updated 2 months ago
- 基于深度学习的机械故障诊断☆41Feb 27, 2024Updated 2 years ago
- 毕设研究课题:根据轴承的振动序列数据来诊断轴承故障。☆134Apr 23, 2021Updated 5 years ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆46Oct 31, 2022Updated 3 years ago
- ☆21Sep 9, 2020Updated 5 years ago
- 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.☆285Dec 8, 2022Updated 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.
- ☆22Jan 8, 2020Updated 6 years ago
- Code for our paper "Domain adaptive transfer learning for fault diagnosis." 2019 Prognostics and System Health Management Conference (PHM…☆23Apr 11, 2022Updated 4 years ago
- 轴承故障检测 训练赛第30名代码☆145May 14, 2019Updated 7 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆137Jul 13, 2020Updated 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。☆59Dec 4, 2020Updated 5 years ago
- ☆217Oct 19, 2019Updated 6 years ago
- An improved multiscale sample entropy algorithm to extract signal features: "Analysis of fatigue in the biceps brachii by using rapid re…☆13Nov 6, 2023Updated 2 years ago