huster123 / c-mapss-full-dataset-Links
完整的航空发动机一维卷积神经网络训练模型
☆60Updated 6 years ago
Alternatives and similar repositories for c-mapss-full-dataset-
Users that are interested in c-mapss-full-dataset- are comparing it to the libraries listed below
Sorting:
- ☆99Updated last year
- to prediction the remain useful life of bearing based on 2012 PHM data☆296Updated 4 years ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆156Updated 4 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆268Updated 3 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…☆94Updated 4 years ago
- ☆67Updated 4 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆142Updated 3 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆56Updated last year
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆171Updated last year
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆122Updated 4 years ago
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆103Updated 2 years ago
- ☆56Updated 2 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆83Updated 6 years ago
- given run to failure measurements of various sensors on a sample of similar jet engines, estimate the remaining useful life (RUL) of a ne…☆66Updated 6 years ago
- Using LSTM to predict Remaining Useful Life of CMAPSS Dataset☆90Updated 6 years ago
- Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset☆36Updated 2 years ago
- ☆64Updated 4 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆96Updated 6 years ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆58Updated 2 years ago
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆35Updated 5 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆42Updated 3 years ago
- Application of Transfer Learning for RUL Prediction☆28Updated 4 years ago
- 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☆153Updated 2 years ago
- Using LSTM to predict bearings' remaining useful life☆48Updated 4 years ago
- Remain useful life prediction of rolling bearing.☆58Updated 4 years ago
- Contains code to compare several health index construction methods using run-to-failure bearing dataset☆23Updated 2 years ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆70Updated 2 years ago
- ☆19Updated 3 years ago
- The code of DAST☆60Updated 2 years ago
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆32Updated 6 years ago