hustcxl / Deep-learning-in-PHMLinks
Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction
☆448Updated 4 years ago
Alternatives and similar repositories for Deep-learning-in-PHM
Users that are interested in Deep-learning-in-PHM are comparing it to the libraries listed below
Sorting:
- to prediction the remain useful life of bearing based on 2012 PHM data☆290Updated 4 years ago
- 智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）☆376Updated last week
- CNN for mechanical fault diagnosis☆304Updated 7 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆338Updated 2 years ago
- wdcnn轴承故障模型☆369Updated 7 years ago
- ☆208Updated 5 years ago
- ☆166Updated 3 years ago
- Bearing fault diagnosis model based on MCNN-LSTM☆343Updated last year
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆255Updated 2 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆141Updated 3 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆699Updated 3 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆262Updated 3 years ago
- 基于注意力机制的少量样本故障诊断 pytorch☆234Updated this week
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆278Updated 2 years ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆471Updated 3 years ago
- ☆270Updated 7 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆167Updated last year
- Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute☆145Updated 5 years ago
- A transfer learning fault diagnosis repository covering popular algorithms☆268Updated 10 months ago
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆444Updated 8 months ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆1,040Updated 3 weeks ago
- 基于深度学习的滚动轴承故障诊断方法☆192Updated 6 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆242Updated 4 years ago
- Dataset that was used during the PHM IEEE 2012 Data Challenge, built by the FEMTO-ST Institute☆136Updated 6 years ago
- ☆104Updated 5 years ago
- ☆60Updated 5 years ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆151Updated 3 years ago
- ☆66Updated 4 years ago
- 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…☆300Updated last week
- ☆139Updated 7 years ago