Intelligent Control and Automation

Volume 2, Issue 4 (November 2011)

ISSN Print: 2153-0653   ISSN Online: 2153-0661

Google-based Impact Factor: 1.12  Citations  h5-index & Ranking

Dynamic Neural Network Based Nonlinear Control of a Distillation Column

HTML  Download Download as PDF (Size: 181KB)  PP. 383-387  
DOI: 10.4236/ica.2011.24043    4,901 Downloads   7,478 Views   Citations
Author(s)

ABSTRACT

Taking advantage of the knowledge of top and bottom compositions of a distillation column, a dynamic neural network (DNN) is designed to identify the input-output relationship of the column. The weight-training algorithm is derived from a Lyapunov function. Based on this empirical model, a nonlinear H controller is synthesized. The effectiveness of the control strategy is demonstrated using simulation results.

Cite this paper

F. Li, "Dynamic Neural Network Based Nonlinear Control of a Distillation Column," Intelligent Control and Automation, Vol. 2 No. 4, 2011, pp. 383-387. doi: 10.4236/ica.2011.24043.

Copyright © 2020 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.