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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…

Owner
jiaxiang-cheng (personal account)
Stars
Stars: 313
Forks
Forks: 55
Language
Python
License
Apache-2.0
Created
2021
Topics
transformerpytorchpytorch-implementationremaining-useful-lifecmapssturbofan-enginepredictionpredictive-maintenance
Tier
Alpha (250 to 699 ★) What this tier means
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