boating-in-autumn-rain / Bearing-fault-Diagnosis-based-on-deep-learning

Related projects: ⓘ

• liguge / Fault-diagnosis-for-small-samples-based-on-attention-mechanism
  基于注意力机制的少量样本故障诊断 pytorch
  ☆187Updated last year
• liguge / Journals-of-Prognostics-and-Health-Management
  智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）
  ☆262Updated last month
• AaronCosmos / wdcnn_bearning_fault_diagnosis
  wdcnn轴承故障模型
  ☆330Updated 6 years ago
• liguge / Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-
  Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis（pytorch） 深度残差收缩网络应用于故障诊断
  ☆191Updated last year
• Xiaohan-Chen / transfer-learning-fault-diagnosis-pytorch
  A transfer learning fault diagnosis repository covering popular algorithms
  ☆157Updated last month
• Xiaohan-Chen / bear_fault_diagnosis
  Bearing fault diagnosis model based on MCNN-LSTM
  ☆214Updated last year
• wangfin / 1DCNN_Fault_Detection
  1DCNN Fault Detection（1DCNN的轴承故障诊断）
  ☆126Updated 2 years ago
• ZhaoZhibin / DL-based-Intelligent-Diagnosis-Benchmark
  Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"
  ☆608Updated 2 years ago
• Feaxure-fresh / TL-Fault-Diagnosis-Library
  Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization
  ☆305Updated last month
• songyer / Fault_Diagnosis
  基于深度学习的滚动轴承故障诊断方法
  ☆160Updated 5 years ago
• SNBQT / Limited-Data-Rolling-Bearing-Fault-Diagnosis-with-Few-shot-Learning
  This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning
  ☆283Updated last year
• zhangjiali1201 / Keras_bearing_fault_diagnosis
  ☆189Updated 4 years ago
• boating-in-autumn-rain / Fault-diagnosis-based-on-deep-learning
  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
• beifengchuizoudemeng / CWRU
  ☆90Updated 5 years ago
• BBT0524 / diagnose_fault_by_vibration
  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
• 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
• yinjg1997 / Deep-Convolutional-Neural-Networks-with-Wide-First-layer-Kernels
  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
• Stern1996 / Bearing-Fault-Diagnosis
  ☆86Updated last year
• ZhangWei1993 / Mechanical-Fault-Diagnosis-Based-on-Deep-Learning
  CNN for mechanical fault diagnosis
  ☆279Updated 6 years ago
• cathysiyu / Mechanical-datasets
  ☆222Updated 6 years ago
• e62505 / Fault_diognosis_dataset
  ☆68Updated 2 years ago
• zggg1p / A-Domain-Adaption-Transfer-Learning-Bearing-Fault-Diagnosis-Model-Based-on-Wide-Convolution-Deep-Neu
  Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …
  ☆100Updated 3 months ago
• bighan123 / HNUIDG-Fault-Diagnosis-
  The intelligent fault diagnosis of HNU IDG
  ☆69Updated last year
• HazeDT / PHMGNNBenchmark
  this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.
  ☆203Updated last year
• ZhaoZhibin / UDTL
  Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …
  ☆403Updated 2 years ago
• ddrrrr / projectRUL
  to prediction the remain useful life of bearing based on 2012 PHM data
  ☆242Updated 3 years ago
• TxgStars / wdcnn
  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
• mingzhangPHD / Transfer-Learning-for-Fault-Diagnosis
  This repository is for the transfer learning or domain adaptive with fault diagnosis.
  ☆217Updated last year
• CHAOZHAO-1 / DG-PHM
  This is a reposotory that includes paper、code and datasets about domain generalization-based fault diagnosis and prognosis. (基于领域泛化的故障诊断和…
  ☆157Updated 3 weeks ago
• fish-kong / CSDN-code-link
  由于CSDN博客里面不能直接上代码链接，涉嫌营销推广，因此建一个github仓库用于整理这些代码链接
  ☆152Updated last year