An empirical evaluation of attention-based multi-head models for improved turbofan engine remaining useful life prediction

Abiodun Ayodeji, Wenhai Wang, Jianzhong Su +2

A single unit (head) is the conventional input feature extractor in deep learning architectures trained on multivariate time series signals. The importance of the fixed-dimensional…