Environmental Engineering Reference
In-Depth Information
or in matrix form
x
¼
Ax
þ
u
ð
x
;
u
Þþ
e
ð
t
Þ
y
¼
Cx
where
8
<
01
00
A
¼
C
¼
10
½
Kx
1
u
J
0
:
u
ð
x
;
u
Þ¼
:
0
f
ð
t
Þ
e
ð
t
Þ¼
A candidate observer could be [
18
]
x
¼
Ax
þ
u
ð
x
;
u
Þ
hD
h
S
1
C
T
C
ð
x
x
Þ
ð
2
:
20
Þ
;
S
¼
10
0
1
1
12
where D
h
¼
1
h
Let S be the unique solution of the algebraic Lyapunov equation
S
þ
A
T
S
þ
SA
C
T
C
¼
0
ð
2
:
21
Þ
Let us define x
¼
D
h
ð
x
x
Þ
then
x
¼
h
ð
A
S
1
C
T
C
Þ
x
þ
D
h
u
ð
x
Þ
u
ð
x
Þ
_
ð
Þ
D
h
e
ð
t
Þ
ð
2
:
22
Þ
Consider the quadratic function
V
¼
x
T
Sx
ð
2
:
23
Þ
then
8
<
V
¼
2x
T
S
_
x
V
¼
hV
x
T
C
T
Cx
þ
2x
T
SD
h
u
ð
x
Þ
u
ð
x
Þ
ð
Þ
:
2x
T
SD
h
e
ð
t
Þ
Therefore,
k
D
h
u
ð
x
Þ
u
ð
x
Þ
ð
Þ
k
V
hV
þ
2
kk
k
max
ð
S
Þ
ð
2
:
24
Þ
þ
D
h
e
ð
t
Þ
k
k