Choose
Model Set
Model
Not OK:
OK: Use it!
Prior
Knowledge
Experiment
Choose
Criterion
Calculate Model
Data
Validate
Revise
The System Identification Loop.
Design
of Fit
Sample outputs
40 50 60 70 80 90 100
?2
?1.5
?1
?0.5
0
0.5
1
1.5
2
Y
U
V
Time
2
1.5
1
0.5
0
?0.5
?1
?1.5
?2
40 50 60 70 80 90 100
Y
c
V
Time
0
?1
10
?2
10
10
0
Mag
act
SPA
arx221
arx441
?1 0
10 10
?50
?100
?150
?200
?250
?1 0
Phase (deg)
act
SPA
arx221
arx441
10 10
Freq (rad/sec)
0
?1
10
?2
10
10
0
Mag
act
oe221
arm2221
bj22221
?1 0
10 10
?50
?100
?150
?200
?250
?1 0
Phase (deg)
act
oe221
arm2221
bj22221
10 10
Freq (rad/sec)