Access-2022-21432 GA

This graphical abstract contains an overview of the methodology used for building the Hybrid model approach. At left side is represented the data acquired from the HVAC system. This data is linked to the physics-based model developed for generating run-to-failure data. This data is connected with the data preparation; then, with the trained deep convolutional neural network.