ddrrrr / projectRUL2
☆65Updated 4 years ago
Alternatives and similar repositories for projectRUL2:
Users that are interested in projectRUL2 are comparing it to the libraries listed below
- Remain useful life prediction of rolling bearing.☆54Updated 4 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆150Updated 11 months ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆40Updated 2 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆92Updated 5 years ago
- Using LSTM to predict bearings' remaining useful life☆47Updated 3 years ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆57Updated 2 years ago
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆112Updated 4 years ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆146Updated 3 years ago
- Remaining useful life prediction by Transformer-based Model☆46Updated 2 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆280Updated 4 years ago
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆33Updated 5 years ago
- PyTorch implementation of CNN for remaining useful life prediction. Inspired by Babu, G. S., Zhao, P., & Li, X. L. (2016, April). Deep co…☆89Updated 3 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆81Updated 6 years ago
- ☆32Updated 2 years ago
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆97Updated last year
- ☆53Updated last year
- case study for remaining useful life estimation☆29Updated 10 months ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆61Updated last year
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆45Updated 3 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆49Updated 9 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 …☆111Updated last week
- 完整的航空发动机一维卷积神经网络训练模型☆56Updated 5 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆128Updated 3 years ago
- ☆96Updated 2 years ago
- ☆62Updated 4 years ago
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆34Updated last year
- A data loader class for the FEMTO-ST Ball Bearing Dataset☆10Updated 4 years ago
- Bearing Fault Diagnosis By CNN、LSTM+CNN、GRU+CNN、SelfAttention+CNN☆16Updated 3 months ago
- A few shot learning repository for bearing fault diagnosis.☆78Updated last year
- Reamain Useful Life Prediction of Bearing☆12Updated 2 years ago