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Topic: "c-mapss"

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.

Language: Python - Size: 11.6 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 43 - Forks: 15

mohyunho/N-CMAPSS_DL

N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)

Language: Jupyter Notebook - Size: 3.02 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 30 - Forks: 3

lucadellalib/bdl-rul-svgd

Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent

Language: Python - Size: 11.6 MB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 23 - Forks: 0

insdout/Time-Series-Hybrid-Autoencoder

Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.

Language: Python - Size: 348 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 19 - Forks: 0

lucadellalib/bayesian-deep-rul

Bayesian Deep Learning for Remaining Useful Life Estimation of Machine Tool Components

Language: Python - Size: 5.4 MB - Last synced at: 6 days ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 3

mohyunho/ENAS-PdM

Evolutionary Neural Architecture Search for Remaining Useful Life Prediction

Language: Python - Size: 985 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 1

mohyunho/MOO_ELM

Multi-Objective Optimization of ELM for RUL Prediction

Language: Python - Size: 224 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 7 - Forks: 1

AmadejTratnik/c-mapss

Fault Detection Of JET Engine with Reccurent Neural networks

Language: Jupyter Notebook - Size: 35.8 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

adam-aalah/Feature-clustering-and-XAI-for-RUL-estimation

Feature clustering and XIA for RUL estimation

Language: Jupyter Notebook - Size: 79.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1