Online Active Learning for Soft Sensor Development using Semi-Supervised Autoencoders

Davide Cacciarelli, Murat Kulahci, John Tyssedal

Data-driven soft sensors are extensively used in industrial and chemical processes to predict hard-to-measure process variables whose real value is difficult to track during routin…