3 results found Sort:

jiaxiang-cheng
PyTorch-CNN-for-RUL-Prediction jiaxiang-cheng
19
82
apache-2.0
2
PyTorch implementation of CNN for remaining useful life prediction. Inspired by Babu, G. S., Zhao, P., & Li, X. L. (2016, April). Deep convolutional neural network-based regression approach for estima...
cnn c-mapss deep-learning deep-neural-networks remaining-useful-life convolutional-neural-networks
Created 2021-04-23
4 commits to master branch, last one 3 years ago
mohyunho
N-CMAPSS_DL mohyunho
9
75
apache-2.0
5
N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)
cmapss c-mapss ncmapss n-cmapss new-cmapss prognostics deep-learning rul-prediction turbofan-engine machine-learning remaining-useful-life predictive-maintenance remaining-useful-life-prediction
Created 2022-01-12
15 commits to main branch, last one about a year ago
insdout
Time-Series-Hybrid-Autoencoder insdout
1
31
mit
2
Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.
vae ddpm c-mapss pytorch time-series latent-space triplet-loss turbofan-engine diffusion-models remaining-useful-life latent-variable-models preventive-maintenance variational-autoencoder classifier-free-guidance conditional-data-generation
Created 2022-12-17
116 commits to main branch, last one 5 months ago