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Digital Control Systems [MEE 4003] - Kckong.info

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2.2. LAPLACE TRANSFORMS AND TRANSFER FUNCTIONS 37<br />

where p i ’s are the poles of G(s). Note that the new transfer function can be represented<br />

with the following differential equations.<br />

x˙<br />

1 = p 1 x 1 +u<br />

x˙<br />

2 = p 2 x 2 +u<br />

x˙<br />

3 = p 3 x 3 +u<br />

y = k 1 x 1 +k 2 x 2 +k 3 x 3<br />

In matrix form:<br />

⎡<br />

d<br />

⎣<br />

dt<br />

⎤<br />

x 1<br />

x 2<br />

⎦ =<br />

x 3<br />

⎡ ⎤⎡<br />

p 1 0 0<br />

⎣ 0 p 2 0 ⎦⎣<br />

0 0 p 3<br />

} {{ }<br />

F d<br />

⎡<br />

y = [ ]<br />

k 1 k 2 k 3<br />

⎣<br />

} {{ }<br />

H d<br />

⎤ ⎡<br />

x 1<br />

x 2<br />

⎦+ ⎣<br />

x 3<br />

⎤<br />

x 1<br />

x 2<br />

⎦<br />

x 3<br />

1<br />

1<br />

1<br />

⎤<br />

} {{ }<br />

G d<br />

⎦u<br />

Note thatH d (sI −F d ) −1 G d = k 1<br />

s−p 1<br />

+ k 2<br />

s−p 2<br />

+ k 3<br />

s−p 3<br />

.<br />

Method 3-2: Jordan canonical form (JCF)<br />

If the transfer function in (2.12) has a repeated pole (p 2 = p 3 = p m ), it can be reduced to<br />

G(s) = k 1 k 2<br />

+<br />

s−p 1 (s−p m ) + k 3<br />

2 s−p m<br />

The new transfer function can be represented with the following differential equations.<br />

x˙<br />

1 = p 1 x 1 +u<br />

x˙<br />

2 = p 2 x 2 +x 3<br />

x˙<br />

3 = p 3 x 3 +u<br />

y = k 1 x 1 +k 2 x 2 +k 3 x 3<br />

In matrix form:<br />

⎡<br />

d<br />

⎣<br />

dt<br />

⎤<br />

x 1<br />

x 2<br />

⎦ =<br />

x 3<br />

⎡ ⎤⎡<br />

p 1 0 0<br />

⎣ 0 p 2 1 ⎦⎣<br />

0 0 p 3<br />

} {{ }<br />

F j<br />

⎡<br />

y = [ ]<br />

k 1 k 2 k 3<br />

⎣<br />

} {{ }<br />

H j<br />

⎤ ⎡<br />

x 1<br />

x 2<br />

⎦+ ⎣<br />

x 3<br />

⎤<br />

x 1<br />

x 2<br />

⎦<br />

x 3<br />

1<br />

0<br />

1<br />

⎤<br />

} {{ }<br />

G j<br />

⎦u<br />

Note thatH j (sI −F j ) −1 G j = k 1<br />

s−p 1<br />

+ k 2<br />

(s−p m) 2 + k 3<br />

s−p m<br />

.<br />

<strong>Digital</strong> <strong>Control</strong> <strong>Systems</strong>, Sogang University<br />

Kyoungchul Kong

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