A deep learning framework for remaining useful life prediction of turbofan engines with partial sensor failure
Fig 2
Data preprocessing workflow including sensor fault simulation and dataset construction, including initial preprocessing, simulated sensor failure generation, ten-fold dataset partitioning, and the construction of corrupted–complete sequence pairs for model training.