Published June 28, 2021
| Version v1.0
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jiaxiang-cheng/PyTorch-Transformer-for-RUL-Prediction: Transformer for RUL Prediction
Description
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.
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jiaxiang-cheng/PyTorch-Transformer-for-RUL-Prediction-v1.0.zip
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(12.6 MB)
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Additional details
Related works
- Is supplement to
- https://github.com/jiaxiang-cheng/PyTorch-Transformer-for-RUL-Prediction/tree/v1.0 (URL)