We apologize for a recent technical issue with our email system, which temporarily affected account activations. Accounts have now been activated. Authors may proceed with paper submissions. PhDFocusTM
CFP last date
20 December 2024
Reseach Article

Linear Quadratic Gaussian Control for Two Interacting Conical Tank Process

Published on October 2014 by S.k.lakshmanaprabu, U. Sabura Banu, C.bharanitharan
National Conference on Computational Intelligence for Engineering Quality Software
Foundation of Computer Science USA
CIQS - Number 1
October 2014
Authors: S.k.lakshmanaprabu, U. Sabura Banu, C.bharanitharan
bc06a8e0-49e0-4bcf-9e5f-7d61451fee92

S.k.lakshmanaprabu, U. Sabura Banu, C.bharanitharan . Linear Quadratic Gaussian Control for Two Interacting Conical Tank Process. National Conference on Computational Intelligence for Engineering Quality Software. CIQS, 1 (October 2014), 35-39.

@article{
author = { S.k.lakshmanaprabu, U. Sabura Banu, C.bharanitharan },
title = { Linear Quadratic Gaussian Control for Two Interacting Conical Tank Process },
journal = { National Conference on Computational Intelligence for Engineering Quality Software },
issue_date = { October 2014 },
volume = { CIQS },
number = { 1 },
month = { October },
year = { 2014 },
issn = 0975-8887,
pages = { 35-39 },
numpages = 5,
url = { /proceedings/ciqs/number1/18033-1708/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 National Conference on Computational Intelligence for Engineering Quality Software
%A S.k.lakshmanaprabu
%A U. Sabura Banu
%A C.bharanitharan
%T Linear Quadratic Gaussian Control for Two Interacting Conical Tank Process
%J National Conference on Computational Intelligence for Engineering Quality Software
%@ 0975-8887
%V CIQS
%N 1
%P 35-39
%D 2014
%I International Journal of Computer Applications
Abstract

In this paper optimal control for two interacting conical tank process (TICTP) was designed. The optimal control is obtained by LQG solution with optimal kalman filter. This paper describes the theatrical base and practical application of an optimal dynamic regulator using model based Linear Quadratic Gaussian (LQG) control design for nonlinear process. This LQG regulator consists of an optimal state-feedback controller and an optimal state estimator. In this case, a performance criterion is minimized in order to maintain level of the water in both tanks.

References
  1. R. W. H. Sargent, "optimal control", journal of computational and applied mathematics, volume 124 , issue1-2, pp. 361-371, 2000.
  2. Erding cong , Minghui hu , Shandong Tu, Huihe shao , "A New optimal control system design for chemical process". , Chinese journal of chemical engineering , vol. 2, issue 12 , pp. 1341-1346, 2013.
  3. Bryson Jr. AE , "Optimal control 1950 to 1985", IEEE control system magazine , vol. 16 , issue 3 , pp. 26-33,1996.
  4. Wei Zhang , Jianghai hu, Jianming lian. , "Quadratic optimal control of switched linear stochastic systems", systems and control letters , vol. 59, issue 11, pp. 736-744, 2010.
  5. N. kumaresan, P. Balasubramaniam. , "Optimal control for stochastic linear singular system using neural networks", Journal of process control, vol. 19,issue3 , pp. 482-488, 2009.
  6. M. Guay , R. Dier, J. Hahn, P. J. Mulellan. , "Effect of process nonlinearity on linear quadratic regulator performance" , vol. 15 , issue 1, pp. 113-124, 2005.
  7. V. Sundarapandian, "A separation theorem for robust pole placement of discrete-time linear control systems wih full order observers", Mathematical and computer modeling, vol. 43, issue1-2, pp. 42-48, 2006.
  8. Bak, D. , Michalik, M. & Szafran, J. 2003, "Application of Kalman filter technique to stationary and non stationary state observer design", Power Tech Conference Proceedings, IEEE Bologna IEEE, , pp. 6. Vol. 3, 2003.
  9. E. Hendricks, O. Jannerup and P. H. Sørensen, "Optimal observers: Kalman filters," in Linear Systems Control Anonymous Springer, pp. 431-491, 2008.
  10. G. Bishop and G. Welch, "An introduction to the kalman filter," Proc. of SIGGRAPH, Course, 8, 2001.
  11. R. S. Bucy , "Global theory of the Riccati equation" , Journal of computer and system sciences, vol. 1, issue. 4, pp. 349-361, 1967.
  12. A. C. M. Ran, R. Vreugdenhil , "Existence and comparison theorems for algebraic Ricatti equations for continous-and discrete systems", Linear Algebra and its Application,vol. 99 , pp. 63-83 ,1988.
Index Terms

Computer Science
Information Sciences

Keywords

Linear Quadratic Gaussian Controller Kalman Estimator Two Interacting Conical Tank Process Mimo Nonlinear Process.