leijdjcn

Pinned Repositories

• RESS-Paper-2022.09-Remaining-useful-life-prediction-by-TaFCN

  The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of CMAPSS dataset. Signal selection, Attention mechanism, and Interpretability of deep learning are explored.

  Language:Python50352

• HIT-dataset

  This is a dataset of inter-shaft bearing based on the vibration signal of rotors and casings, which comes from a aero-engine test with inter-shaft bearing fault. Due to the large size of the data set file, we uploaded the dataset to Google Drive with the link as: https://drive.google.com/drive/folders/1Km1Go4ilB_bI033SBJ7eJ0uCzbqEqbgt?usp=sharing

  682167

• RUL_Inception-Attention

  Remaining useful life prediction by Transformer-based Model

  Language:Python44234

• phm-rul-estimation

  case study for remaining useful life estimation

  Language:Python24212

• Probabilistic_RUL_Prediction

  Language:Python60214

• Turbofan-engine-RUL-prediction

  RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf

  Language:Python931612

leijdjcn's Repositories