hua-ops / bearingPlatform_hua
西储大学轴承数据集故障诊断的仿真平台
☆87Updated 11 months ago
Related projects: ⓘ
- 基于深度学习的滚动轴承故障诊断方法☆160Updated 5 years ago
- 1DCNN Fault Detection(1DCNN的轴承故障诊断)☆126Updated 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。☆116Updated 3 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。☆36Updated last year
- 基于注意力机制的少量样本故障诊断 pytorch☆187Updated last year
- ☆86Updated last year
- 轴承故障诊断☆50Updated 2 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。☆45Updated 3 years ago
- A transfer learning fault diagnosis repository covering popular algorithms☆157Updated last month
- ☆57Updated 5 years ago
- ☆189Updated 4 years ago
- Bearing fault diagnosis model based on MCNN-LSTM☆214Updated last year
- ☆72Updated last year
- Using transformer to realize Bearing Fault Diagnosis☆47Updated last year
- 基于深度学习的故障诊断入门示例,包括数据预处理、模型搭建、模型训练☆140Updated 7 months ago
- zggg1p / A-Domain-Adaption-Transfer-Learning-Bearing-Fault-Diagnosis-Model-Based-on-Wide-Convolution-Deep-NeuInspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆100Updated 3 months ago
- 基于深度学习的机械设备故障诊断方法研究☆15Updated 2 years ago
- 基于迁移学习DANN模型,对不同工况轴承进行故障诊断☆31Updated 3 years ago
- 关于异常监测、故障诊断等等自己整理的代码☆19Updated 9 months ago
- 智能故障诊断和寿命预测期刊(Journals of Intelligent Fault Diagnosis and Remaining Useful Life)☆262Updated 3 weeks ago
- 基于无监督和迁移学习的旋转机械故障诊断☆32Updated 4 years ago
- 帮同学做的轴承故障检测的代码☆16Updated 2 years ago
- The intelligent fault diagnosis of HNU IDG☆69Updated last year
- ☆68Updated 2 years ago
- Transfer learning☆43Updated 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…☆21Updated last year
- wdcnn轴承故障模型☆330Updated 6 years ago
- 基于迁移学习的离心泵滚动轴承故障自动识别方法研究☆15Updated 4 years ago
- 基于小波时频图与 Swin Transformer 的轴承故障诊断方法☆27Updated last year
- ☆90Updated 5 years ago