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turbofan-engine

Here are 5 public repositories matching this topic...

jiaxiang-cheng / PyTorch-Transformer-for-RUL-Prediction

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 estimation via transformer encoder enhanced by a gated convolutional unit. Journal of Intelligent Manufacturing, 1-10.

prediction pytorch transformer predictive-maintenance remaining-useful-life pytorch-implementation turbofan-engine cmapss

Updated Oct 26, 2021
Python

dependable-cps / FDIA-PdM

False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics

Updated Sep 9, 2020
Python

Time-Series-Hybrid-Autoencoder

insdout / Time-Series-Hybrid-Autoencoder

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

time-series pytorch vae latent-variable-models triplet-loss variational-autoencoder remaining-useful-life latent-space diffusion-models c-mapss turbofan-engine ddpm classifier-free-guidance conditional-data-generation preventive-maintenance

Updated May 17, 2024
Python

dependable-cps / AdversarialAttack-PHM

iot deep-learning time-series cnn cybersecurity lstm gru sensors regression-models adversarial-machine-learning industry-4 adversarial-examples remaining-useful-life adversarial-attacks time-series-forecasting industrial-iot prognostics turbofan-engine phm-models

Updated Jan 13, 2021
Python

MOO_ELM

mohyunho / MOO_ELM

Multi-Objective Optimization of ELM for RUL Prediction

machine-learning deep-learning evolutionary-algorithms multi-objective-optimization extreme-learning-machine predictive-maintenance c-mapss prognostics turbofan-engine rul-prediction remaining-useful-life-prediction n-cmapss

Updated Jun 1, 2022
Python

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