A Conditional Entropy Based Feature Selection for Soft Sensor Development in Chemical Processes
Data-driven soft sensors have been extensively studied in the process industry to provide an accurate online estimation of quality-related variables with easy-to-measure variables.For chemical processes with massive process variables, the performance of soft sensor models could here be significantly improved by variable selection because part of th