Soft-sensing or inferential estimation has long been considered a potent tool to deiil with the conflict between small control interval itntl large sampling interval existing in a wide variety of industrial processes. To extend the soft-sensing from linear system to nonlinear case, we propose it nonlinear soft-sensor on the basis of multi-step predication using recurrent neural network and a no...
