IFAC PapersOnLine 51-14 (2018) 248–253
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2405-8963 © 2018, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
Peer review under responsibility of International Federation of Automatic Control.
10.1016/j.ifacol.2018.07.231
© 2018, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
1. INTRODUCTION
Identification, control even adaptive algorithms usually
assume the apriori knowledge of the process time-delay. This
knowledge is sometimes very uncertain and the mismatch
coming from a lack of precision in mathematical modeling of
the plant and/or changes in the plant parameters with time
can result instability. It would be desirable to know how the
time-delay mismatch influences the basic robustness and
performance behaviors of the closed-loop control.
Some controller design methodologies, mostly for discrete-
time systems, include the time-delay of the plant also into the
parameters (Bányász and Keviczky, 1994). Unfortunately
relatively few papers (e.g., Hocken et al., 1983; Tzypkin, and
Fu, 1993) can be found dealing with the influence of the
accuracy of the apriori knowledge or estimate of the time-
delay, which is sometimes called the time-delay mismatch
problem. Our paper investigates the influence of the time-
delay uncertainty on the robust stability and performance.
The framework how this issue will be discussed is the
generic two-degree of freedom (GTDOF) system topology
(Keviczky, 2015), which is based on the Youla-
parameterization (Maciejowski, 1989) providing all
realizable stabilizing regulators (ARS) for open-loop stable
plants and capable to handle the plant time-delay. The
advantage of this approach is that it is easy to calculate the
"best" reachable optimal regulator depending on the applied
H
2
and/or H
norms as criteria. The drawback is that this
methodology can be applied only for open-loop stable plants.
A GTDOF control system is shown in Fig. 1, where y
r
,u , y
and w are the reference, process input, output and
disturbance signals, respectively. The optimal ARS regulator
of the GTDOF scheme (Keviczky and Bányász (1997)) is
given by
R
o
=
P
w
K
w
1 P
w
K
w
S
=
Q
o
1 Q
o
S
=
P
w
G
w
S
+
1
1 P
w
G
w
S
z
d
(1)
where
Q
o
= Q
w
= P
w
K
w
= P
w
G
w
S
+
1
(2)
is the associated optimal Y-parameter (Keviczky and
Bányász (2002)) furthermore
Q
r
= P
r
K
r
= P
r
G
r
S
+
1
; K
w
= G
w
S
+
1
; K
r
= G
r
S
+
1
(3)
assuming that the process is factorable as
S = S
+
S
= S
+
S
z
d
(4)
where S
+
means the inverse stable (IS) and S
the inverse
unstable (IU) factors, respectively. z
d
corresponds to the
discrete time-delay, where d is the integer multiple of the
sampling time. Here P
r
and P
w
are assumed stable and
proper transfer functions (reference models). An interesting
result was (Keviczky, and Bányász, 1999) that the
optimization of the GTDOF scheme can be performed in H
2
and H
norm spaces by the proper selection of the serial G
r
and G
w
embedded filters.
P
r
y
r y
w
S
u
K
r S
+
+ +
+
+
-
P
w
K
w
1 P
w
K
w
S
R
o
Fig. 1. The generic TDOF (GTDOF) control system
2. ROBUST STABILITY CONDITIONS FOR GTDOF
CONTROL SYSTEMS
Be M the model of the process. Assume that the process and
its model are factorizable as
S = S
+
S
= S
+
S
z
d
; M = M
+
M
= M
+
M
z
d
m
(5)
where S
+
and M
+
mean the inverse stable (IS), S
and M
the inverse unstable (IU) factors, respectively. z
d
and z
d
m
correspond to discrete time delays, where d and d
m
are the
Copyright © 2018 IFAC 248
Keywords: robustness, stability, performance, time-delay uncertainty
Abstract: In a practical control system the process always has a time delay. The uncertainty in the
knowledge of the time delay i.e. the delay mismatch strongly influences the quality of the closed-loop
control. It can cause unwanted instability and influences the robustness of the control. Stability region
applicable for this uncertainty is investigated in this paper in connection with the required performance
and robustness.
†Institute of Computer Science and Control, Hungarian Academy of Sciences
H-1111 Budapest, Kende u 13-17, HUNGARY, (e-mail: banyasz@sztaki.hu , keviczky@sztaki.hu)
‡Department of Automation and Applied Informatics, Budapest University of Technology and
Economics, H-1117 Budapest, Magyar Tudósok krt 2, Q/B, HUNGARY,
(e-mail: Bars.Ruth@aut.bme.hu)
Cs. Bányász†, L. Keviczky† and R. Bars‡
Influence of Time-Delay Mismatch for Robustness and Stability