Hybrid Gaussian process regression with temporal feature extraction for partially interpretable remaining useful life interval prediction in Aeroengine prognostics

This section begins by formulating the multi-dimensional time series problem in RUL prediction. Then, an overview of our interval prediction framework is provided. The model is referred to using the acronym HRP. After that, we introduce the…