Development of soft sensor for neural network based control of distillation column

Asha Rani1, Vijander Singh, J R P Gupta

  • 1Instrumentation and Control Engineering Division, Netaji Subhas Institute of Technology, New Delhi, University of Delhi, Delhi. ashansit@gmail.com

ISA Transactions
|February 5, 2013
PubMed
Summary

This study introduces Levenberg-Marquardt (LM) and adaptive linear network (ADALINE) soft sensors for distillation control. The dynamic ADALINE (D-ADALINE) sensor demonstrated superior prediction, making its controller the most effective.