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Reseach Article

Development of Nonlinear Model and Performance Evaluation of Model based Controller and Estimator for the Efficient Control of Three-Tank Hybrid System

by Shijoh V., M. V. Vaidyan
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 56 - Number 12
Year of Publication: 2012
Authors: Shijoh V., M. V. Vaidyan
10.5120/8943-3107

Shijoh V., M. V. Vaidyan . Development of Nonlinear Model and Performance Evaluation of Model based Controller and Estimator for the Efficient Control of Three-Tank Hybrid System. International Journal of Computer Applications. 56, 12 ( October 2012), 11-16. DOI=10.5120/8943-3107

@article{ 10.5120/8943-3107,
author = { Shijoh V., M. V. Vaidyan },
title = { Development of Nonlinear Model and Performance Evaluation of Model based Controller and Estimator for the Efficient Control of Three-Tank Hybrid System },
journal = { International Journal of Computer Applications },
issue_date = { October 2012 },
volume = { 56 },
number = { 12 },
month = { October },
year = { 2012 },
issn = { 0975-8887 },
pages = { 11-16 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume56/number12/8943-3107/ },
doi = { 10.5120/8943-3107 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:58:52.792251+05:30
%A Shijoh V.
%A M. V. Vaidyan
%T Development of Nonlinear Model and Performance Evaluation of Model based Controller and Estimator for the Efficient Control of Three-Tank Hybrid System
%J International Journal of Computer Applications
%@ 0975-8887
%V 56
%N 12
%P 11-16
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In recent years researches in hybrid system dynamics and control strategies have become very prominent because most of the systems show hybrid behavior (continuous and discrete) in their dynamics. In this work authors have considered a three-tank autonomous hybrid system for the investigation. Implementation aspects of the model based control scheme and a derivative-free state estimator for three-tank hybrid system are simulated in MATLAB platform. In the simulation studies on benchmark three tank hybrid systems, the efficacy of the proposed controller and estimator under various real time operating conditions is demonstrated.

References
  1. Timothy J. Hickey and David K. Wittenberg, 'Rigorous modeling of hybrid systems using interval arithmetic constraints', HSCC'04, 402-416, 2004.
  2. B. De Schutter, 'Optimal control of a class of linear hybrid systems with saturation', SIAM J. Control Opt. 39 (3) (2000) 835–851.
  3. B. Potocnik, A. Bemporad, F. D. Torrisi, G. Music, B. Zupancic, 'Hybrid modelling and optimal control of a multiproduct batch plant', Control Eng. Pract. 12 (9) (2004) 1127–1137.
  4. J. Thomas, D. Dumur, J. Buisson, Predictive control of hybrid systems under multi-MLD formalism with state space polyhedral partition, Proc. Am. Control Conf. (2004).
  5. F. D. Torrisi, A. Bemporad, D. Mignone, HYSDEL—A Tool for Generating Hybrid Models, Tech. Re AUT00-03, Automatic Control Lab, Swiss Federal Institute of Technology (ETH), Zurich, Switzerland, 2000.
  6. Tohid Alizadeh1, Karim Salahshoor, Mohammad Reza Jafari, Abdollah Alizadeh4, Mehdi Gholami, 'On-line Identification of Hybrid Systems Using an Adaptive Growing and Pruning RBF Neural Network', 1-4244-0826-1/07/$20. 00 © 2007 IEEE.
  7. Naresh N. Nandola, Sharad Bhartiya, 'A multiple model approach for predictive control of nonlinear hybrid systems', doi:10. 1016/journal of process control. 2007. 07. 003.
  8. Naresh N. Nandola, Sharad Bhartiya, 'Hybrid system identification using a structural approach and its model based control: An experimental validation', Nonlinear Analysis: Hybrid Systems 3 (2009) 87_100, 1751-570X/$ _ see front matter ' 2008 Elsevier Ltd.
  9. John Lygeros, Claire Tomlin, and Shankar Sastry, 'Hybrid Systems: Modeling, Analysis and Control', December 28, 2008
  10. J. Prakash, Sachin C. Patwardhan, Sirish L. Shah, 'Control of an Autonomous Hybrid System Using a Nonlinear Model Predictive Controller', Proceedings of the 17th World Congress The International Federation of Automatic Control Seoul, Korea, July 6-11, 2008.
  11. W. P. M. H. Heemels, D. Lehmann, J. Lunze, B. De Schutter, 'introduction to hybrid systems', cambridge university press, 2009, 3-30.
  12. J. Prakash, Sachin C. Patwardhan, Sirish L. Shah, 'Design and Implementation Fault Tolerant Model Predictive Control Scheme on a Simulated Model of Three-Tank Hybrid System', 2010 Conference on Control and Fault Tolerant Systems Nice, France, October 6-8, 2010, 978-1-4244-8154-5/10/$26. 00 ©2010 IEEE.
  13. Harald Brandl, Martin Weiglhofer, and Bernhard K. Aichernig, 'Automated Conformance Verification of Hybrid Systems', 10th International Conference on Quality Software, 1550-6002/10 $26. 00 © 2010 IEEE DOI 10. 1109/QSIC. 2010. 53
  14. Vinay A. Bavdekar, Sachin C. Patwardhan,'Identification of Noise Covariances for State Estimation of Autonomous Hybrid Systems', 18th IFAC World Congress proceedings,9097-9102, Milano (Italy) August 28 - September 2, 2011.
Index Terms

Computer Science
Information Sciences

Keywords

Hybrid systems Inverse dynamics controller State estimator UKF Algorithm