SIMULATION OF ROBUST STABILIZATION OF A CHEMICAL REACTOR
Monika Bakoˇ sov´ a, Anna Vasiˇ ckaninov´ a
Slovak University of Technology in Bratislava
Faculty of Chemical and Food Technology
Radlinsk´ eho 9, 812 37 Bratislava, Slovakia
Email: {monika.bakosova, anna.vasickaninova}@stuba.sk
KEYWORDS
CSTR, multiple steady states, stabilization, static output
feedback, PID controller.
ABSTRACT
The paper presents simulation experiments on the con-
tinuous stirred tank reactor for hydrolysis of propylene
oxide to propylene glycol. The reactor is exothermic
one. There are two parameters with only approximately
known values in the reactor. These parameters are the
reaction rate constant and the reaction enthalpy. The
simplified mathematical model of the reactor consists
of four nonlinear ordinary differential equations. The
steady state analysis shows the reactor has multiple
steady states and the open-loop analysis confirms that
the reactor is open-loop unstable around one of these
steady states. Then the possibility to stabilize the reactor
using static output feedback PI and PID controllers is
studied. Because of the presence of uncertainty in the
continuous stirred tank reactor, the robust static output
feedback is designed. Simulations are used for testing
the stabilizability of the reactor around its open-loop
unstable steady state.
INTRODUCTION
Continuous stirred tank reactors (CSTRs) are often used
plants in chemical industry and especially exothermic
CSTRs are very interesting systems from the control
viewpoint because of their potential safety problems
and the possibility of exotic behaviour such as multiple
steady states, see e.g. (Moln´ ar et al., 2002), (Pedersen
and Jørgensen, 1999). Furthermore, operation of chemi-
cal reactors is corrupted by many different uncertainties.
Some of them arise from varying or not exactly known
parameters, as e.g. reaction rate constants, reaction en-
thalpies and heat transfer coefficients (Antonelli and As-
tolfi, 2003). The other control problems are due to the
high sensitivity of the state and output variables to in-
put changes and process nonlinearites (Alvarez-Ramirez
and Femat, 1999). Operating points of reactors change
in other cases. In addition, the dynamic characteristics
may exhibit a varying sign of the gain in various oper-
ating points. All these problems can cause poor perfor-
mance or even instability of closed-loop control systems.
Conventional control strategies, which are often used for
reactor control design, can fail for such complicated sys-
tems and their effective control requires application some
of advanced methods, as e. g. adaptive control (Vo-
jtesek and Dostal, 2008), predictive control (Figueroa
et al., 2007), robust control (Alvarez-Ramirez and Femat,
1999), (Gerhard et al., 2004), (Bakoˇ sov´ a et al., 2005),
(Tlacuahuac et al., 2005) and others.
Robust control has grown as one of the most important
areas in modern control design since works by (Doyle
and Stein, 1981), (Zames and Francis, 1983) and many
others. One of the solved problems is also the prob-
lem of robust static output feedback control (RSOFC),
which has been till now an important open question in
control engineering, see e.g. (Syrmos et al., 1997), (An-
tonelli and Astolfi, 2003). Recently, it has been shown
that an extremely wide array of robust controller design
problems can be reduced to the linear matrix inequalities
(LMIs) problem. Especially, the LMIs in semi-definite
programming attract a big interest because of their ability
to describe non-trivial control design problems integrat-
ing various specifications such as robustness, structural
and performance constraints, as well as their suitability
for efficient numerical processing through various avail-
able solvers, see e.g. (Boyd et al., 1994) and references
therein.
From the system theory viewpoint, CSTRs belong to
a class of nonlinear lumped parameter systems. Their
mathematical models are described by sets of nonlinear
ordinary differential equations (ODEs). The methods of
modelling and simulation of such processes are described
e. g. in (Ingham et al., 1994). The models are often used
for a preliminary analysis of the steady-state, open-loop
and closed-loop behaviour of chemical reactors.
The paper presents simulation experiments with the
CSTR for hydrolysis of propylene oxide to propylene
glycol. The reactor is exothermic one. There are two
parameters with only approximately known values in the
reactor. The steady state analysis shows that the reac-
tor has multiple steady states and the open-loop analy-
sis confirms that the reactor is open-loop unstable around
one of these steady states. Then the possibility to stabi-
lize the reactor using robust static output feedback PI and
PID controllers is studied by simulations.
Proceedings 23rd European Conference on Modelling and
Simulation ©ECMS Javier Otamendi, Andrzej Bargiela,
José Luis Montes, Luis Miguel Doncel Pedrera (Editors)
ISBN: 978-0-9553018-8-9 / ISBN: 978-0-9553018-9-6 (CD)