Advances in Pure Mathematics, 2019, 9, 317-329
http://www.scirp.org/journal/apm
ISSN Online: 2160-0384
ISSN Print: 2160-0368
DOI: 10.4236/apm.2019.94014 Apr. 11, 2019 317 Advances in Pure Mathematics
An Expanded Optimal Control Policy for a
Coupled Tanks System with Random
Disturbance
Sie Long Kek
1
, Sy Yi Sim
2
, Chuei Yee Chen
3
1
Department of Mathematics and Statistics, Universiti Tun Hussein Onn Malaysia, Pagoh, Malaysia
2
Department of Electrical Engineering Technology, Universiti Tun Hussein Onn Malaysia, Pagoh, Malaysia
3
Department of Mathematics, Universiti Putra Malaysia, Serdang, Malaysia
Abstract
In this paper, an expanded optimal control policy is proposed to study the
coupled tanks system, where the random disturbance is added into the sys-
tem. Since the dynamics of the coupled tanks system can be formulated as a
nonlinear system, determination of the optimal water level in the tanks is
useful for the operation decision. On this point of view, the coupled tanks
system dynamics is usually linearized to give the steady state operating
height. In our approach, a model-based optimal control problem, which is
adding with adjusted parameters, is considered to obtain the true operating
height of the real coupled tanks system. During the computation procedure,
the differences between the real plant and the model used are measured re-
peatedly, where the optimal solution of the model used is updated. On this
basis, system optimization and parameter estimation are integrated. At the
end of the iteration, the iterative solution approximates to the correct optimal
solution of the original optimal control problem, in spite of model-reality
differences. In conclusion, the efficiency of the approach proposed is shown.
Keywords
Expanded Optimal Control, Coupled Tanks System, Model-Reality
Differences, Iterative Solution, Adjusted Parameters
1. Introduction
A coupled tanks system, which consists of a joint of two tanks together through
pipes in order to reserve water at the operating height level, is an important
study in the control engineering and process industries [1]. The applications of
How to cite this paper: Kek, S.L., Sim, S.Y.
and Chen, C.Y. (2019) An Expanded Op-
timal Control Policy for a Coupled Tanks
System with Random Disturbance. Ad-
vances in Pure Mathematics, 9, 317-329.
https://doi.org/10.4236/apm.2019.94014
Received: March 4, 2019
Accepted: April 8, 2019
Published: April 11, 2019
Copyright © 2019 by author(s) and
Scientific Research Publishing Inc.
This work is licensed under the Creative
Commons Attribution International
License (CC BY 4.0).
http://creativecommons.org/licenses/by/4.0/
Open Access