5 results found Sort:

jiaxiang-cheng
PyTorch-Transformer-for-RUL-Prediction jiaxiang-cheng
48
243
apache-2.0
3
Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo, Y., Wu, Q., Li, X., & Huang, B. (2021). Remaining useful life...
cmapss pytorch prediction transformer turbofan-engine remaining-useful-life predictive-maintenance pytorch-implementation
Created 2021-05-10
8 commits to master branch, last one 3 years ago
kpeters
exploring-nasas-turbofan-dataset kpeters
25
128
gpl-3.0
3
collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset
nasa cmapss turbofan-engine predictive-maintenance
Created 2020-08-08
23 commits to master branch, last one 3 years ago
Aschen
understand-js-runtimes Aschen
10
89
unknown
4
List of different up-to-date (2021) resources about Javascript engines
v8 nodejs ignition javascript performance just-in-time optimization turbofan-engine
Created 2020-01-16
32 commits to master branch, last one about a year ago
mohyunho
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
insdout
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