Domain Adversarial Neural Network Regression to design transferable soft sensor in a power plant

Hossein Shahabadi Farahani, Alireza Fatehi, Alireza Nadali, Mahdi Aliyari Shoorehdeli

Abstract: Highlights•Proposing a Transfer Learning-based regression method for designing transferable soft sensors.•Applying the proposed method to the real-world data collected from a power plant.•Designing transferable soft sensors for a machine in new working conditions.•Designing soft sensors that are transferable to new machines.