c-mapss
There are 9 repositories under c-mapss topic.
jiaxiang-cheng/PyTorch-CNN-for-RUL-Prediction
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 estimation of remaining useful life. In International conference on database systems for advanced applications (pp. 214-228). Springer, Cham.
mohyunho/N-CMAPSS_DL
N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)
insdout/Time-Series-Hybrid-Autoencoder
Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.
mohyunho/ENAS-PdM
Evolutionary Neural Architecture Search for Remaining Useful Life Prediction
lucadellalib/bayesian-deep-rul
Bayesian Deep Learning for Remaining Useful Life Estimation of Machine Tool Components
mohyunho/MOO_ELM
Multi-Objective Optimization of ELM for RUL Prediction
lucadellalib/bdl-rul-svgd
Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent
adam-aalah/Feature-clustering-and-XAI-for-RUL-estimation
Feature clustering and XIA for RUL estimation
AmadejTratnik/c-mapss
Fault Detection Of JET Engine with Reccurent Neural networks