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PyTorch-CNN-for-RUL-Prediction jiaxiang-cheng

19

87

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

N-CMAPSS_DL mohyunho

9

81

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

Time-Series-Hybrid-Autoencoder insdout

1

35

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 7 months ago