This paper presents an efficient H2 optimization method for passive mechanical control problems with a special class of positive real controllers. In particular, the problem of designing passive vehicle suspensions based on a full-car model is taken as an example, where both the positive real constraint and the constraint imposed on the static stiffness are considered. An unconstrained nonlinear programming problem is formulated by using the structured H2 optimization framework, and the Lagrange matrix multiplier method is employed to derive a set of necessary conditions for the optimization so that the time-efficient gradient-based algorithms can easily be implemented. The proposed method can also effectively deal with the fixed static stiffness optimization problem and it is shown in the numerical examples that the proposed method cannot only recover the existing fixed-structure configuration, but also introduce new (optimal) configurations with respect to the specific weighting factors, which demonstrates the effectiveness of the proposed method.

References

1.
Smith
,
M. C.
,
2002
, “
Synthesis of Mechanical Networks: The Inerter
,”
IEEE Trans. Autom. Control
,
47
(
10
), pp.
1648
1662
.
2.
Forbes
,
J. R.
, and
Damaren
,
C. J.
,
2010
, “
Design of Gain-Scheduled Strictly Positive Real Controllers Using Numerical Optimization for Flexible Robotic Systems
,”
ASME J. Dyn. Syst. Meas. Control
,
132
(
3
), p.
034503
.
3.
Chen
,
M. Z. Q.
,
Papageorgiou
,
C.
,
Scheibe
,
F.
,
Wang
,
F.-C.
, and
Smith
,
M. C.
,
2009
, “
The Missing Mechanical Circuit Element
,”
IEEE Circuits Syst. Mag.
,
9
(
1
), pp.
10
26
.
4.
Smith
,
M. C.
, and
Wang
,
F.-C.
,
2004
, “
Performance Benefits in Passive Vehicle Suspensions Employing Inerters
,”
Veh. Syst. Dyn.
,
42
(
4
), pp.
235
257
.
5.
Scheibe
,
F.
, and
Smith
,
M. C.
,
2009
, “
Analytical Solutions for Optimal Ride Comfort and Tyre Grip for Passive Vehicle Suspensions
,”
Veh. Syst. Dyn.
,
47
(
10
), pp.
1229
1252
.
6.
Chen
,
M. Z. Q.
,
Hu
,
Y.
, and
Du
,
B.
,
2012
, “
Suspension Performance With One Damper and One Inerter
,”
24th Chinese Control and Decision Conference
, Taiyuan, China, pp.
3551
3556
.
7.
Chen
,
M. Z. Q.
,
Hu
,
Y.
,
Li
,
C.
, and
Chen
,
G.
,
2015
, “
Performance Benefits of Using Inerter in Semi-Active Suspensions
,”
IEEE Trans. Control Syst. Technol.
,
23
(
4
), pp.
1571
1577
.
8.
Hu
,
Y.
,
Chen
,
M. Z. Q.
, and
Shu
,
Z.
,
2014
, “
Passive Vehicle Suspensions Employing Inerters With Multiple Performance Requirements
,”
J. Sound Vib.
,
333
(
8
), pp.
2212
2225
.
9.
Hu
,
Y.
, and
Chen
,
M. Z. Q.
,
2015
, “
Performance Evaluation for Inerter-Based Dynamic Vibration Absorbers
,”
Int. J. Mech. Sci.
,
99
, pp.
297
307
.
10.
Hu
,
Y.
,
Chen
,
M. Z. Q.
,
Shu
,
Z.
, and
Huang
,
L.
,
2015
, “
Analysis and Optimization for Inerter-Based Isolators Via Fixed-Point Theory and Algebraic Solution
,”
J. Sound Vib.
,
346
, pp.
17
36
.
11.
Wang
,
F.-C.
, and
Chan
,
H.-A.
,
2011
, “
Vehicle Suspensions With a Mechatronic Network Strut
,”
Veh. Syst. Dyn.
,
49
(
5
), pp.
811
830
.
12.
Wang
,
F.-C.
,
Liao
,
M. K.
,
Liao
,
B. H.
, and
Su
,
W. J.
,
2009
, “
The Performance Improvements of Train Suspension Systems With Mechanical Networks Employing Inerters
,”
Veh. Syst. Dyn.
,
47
(
7
), pp.
805
830
.
13.
Papageorgiou
,
C.
, and
Smith
,
M. C.
,
2006
, “
Positive Real Synthesis Using Matrix Inequalities for Mechanical Networks: Application to Vehicle Suspension
,”
IEEE Trans. Control Syst. Technol.
,
14
(
3
), pp.
423
435
.
14.
Chen
,
M. Z. Q.
, and
Smith
,
M. C.
,
2009
, “
Restricted Complexity Network Realizations for Passive Mechanical Control
,”
IEEE Trans. Autom. Control
,
54
(
10
), pp.
2290
2301
.
15.
Wang
,
K.
, and
Chen
,
M. Z. Q.
,
2012
, “
Generalized Series-Parallel RLC Synthesis Without Minimization for Biquadratic Impedances
,”
IEEE Trans. Circuits Syst. II
,
59
(
11
), pp.
766
770
.
16.
Chen
,
M. Z. Q.
,
Wang
,
K.
,
Shu
,
Z.
, and
Li
,
C.
,
2013
, “
Realizations of a Special Class of Admittances With Strictly Lower Complexity Than Canonical Forms
,”
IEEE Trans. Circuits Syst. I
,
60
(
9
), pp.
2465
2473
.
17.
Chen
,
M. Z. Q.
,
Wang
,
K.
,
Zou
,
Y.
, and
Lam
,
J.
,
2013
, “
Realization of a Special Class of Admittances With One Damper and One Inerter for Mechanical Control
,”
IEEE Trans. Autom. Control
,
58
(
7
), pp.
1841
1846
.
18.
Wang
,
K.
,
Chen
,
M. Z. Q.
, and
Hu
,
Y.
,
2014
, “
Synthesis of Biquadratic Impedances With at Most Four Passive Elements
,”
J. Franklin Inst.
,
351
(
3
), pp.
1251
1267
.
19.
Cao
,
D.
,
Song
,
X.
, and
Ahmadian
,
M.
,
2011
, “
Editors Perspectives: Road Vehicle Suspension Design, Dynamics, and Control
,”
Veh. Syst. Dyn.
,
49
(
1–2
), pp.
3
28
.
20.
Savaresi
,
S. M.
,
Poussot-Vassal
,
C.
,
Spelta
,
C.
,
Sename
,
O.
, and
Dugard
,
L.
,
2010
,
Semi-Active Suspension Control Design for Vehicles
,
Elsevier
,
Amsterdam
.
21.
Gao
,
H.
,
Sun
,
W.
, and
Shi
,
P.
,
2010
, “
Robust Sampled-Data H∞ Control for Vehicle Active Suspension Systems
,”
IEEE Trans. Control Syst. Technol.
,
18
(
1
), pp.
238
245
.
22.
Li
,
H.
,
Liu
,
H.
,
Gao
,
H.
, and
Shi
,
P.
,
2012
, “
Reliable Fuzzy Control for Active Suspension Systems With Actuator Delay and Fault
,”
IEEE Trans. Fuzzy Syst.
,
20
(
2
), pp.
342
357
.
23.
Boyd
,
S.
,
El Ghaoui
,
L.
,
Feron
,
E.
, and
Balakrishnan
,
B.
,
1994
,
Linear Matrix Inequalities in System and Control Theory
,
SIAM
,
Philadelphia
.
24.
Geromel
,
J. C.
, and
Gapsik
,
P. B.
,
1997
, “
Synthesis of Positive Real H2 Controllers
,”
IEEE Trans. Autom. Control
,
42
(
7
), pp.
988
992
.
25.
Shimomura
,
T.
,
Yamasaki
,
Y.
, and
Fujii
,
T.
,
2001
, “
LMI-Based Iterative Synthesis of Strictly Positive Real H2 Controllers
,”
American Control Conference
, Chicago, IL, pp.
332
336
.
26.
Chen
,
M. Z. Q.
, and
Smith
,
M. C.
,
2009
, “
A Note on Tests for Positive-Real Functions
,”
IEEE Trans. Autom. Control
,
54
(
2
), pp.
390
393
.
27.
Shearer
,
J. L.
,
Murphy
,
A. T.
, and
Richardson
,
H. H.
,
1967
,
Introduction to System Dynamics
,
Addison-Wesley
,
Reading, MA
.
28.
Newcomb
,
R. W.
,
1966
,
Linear Multiport Synthesis
,
McGraw-Hill
,
New York
.
29.
Brune
,
O.
,
1931
, “
Synthesis of a Finite Two-Terminal Network Whose Driving Point Impedance is a Prescribed Function of Frequency
,”
J. Math. Phys.
,
10
(1), pp.
191
236
.
30.
Bott
,
R.
, and
Duffin
,
R. J.
,
1949
, “
Impedance Synthesis Without Use of Transformers
,”
J. Appl. Phys.
,
20
(
8
), p.
816
.
31.
Wang
,
F.-C.
,
Hong
,
M. F.
, and
Lin
,
T. C.
,
2011
, “
Designing and Testing a Hydraulic Inerter
,”
Proc. Inst. Mech. Eng., Part C
,
225
(
1
), pp.
66
72
.
32.
Swift
,
S. J.
,
Smith
,
M. C.
,
Glover
,
A. R.
,
Papageorgiou
,
C.
,
Gartner
,
B.
, and
Houghton
,
N. E.
,
2013
, “
Design and Modeling of a Fluid Inerter
,”
Int. J. Control
,
86
(
11
), pp.
2035
2051
.
33.
Anderson
,
B. D. O.
, and
Vongpanitlerd
,
S.
,
1973
,
Network Analysis and Synthesis: A Modern Systems Approach
,
Prentice-Hall
,
Upper Saddle River, NJ
.
34.
Du
,
H.
, and
Zhang
,
N.
,
2009
, “
Fuzzy Control for Nonlinear Uncertain Electrohydraulic Active Suspensions With Input Constraint
,”
IEEE Trans. Fuzzy Syst.
,
17
(
2
), pp.
343
356
.
35.
Hu
,
Y.
,
Chen
,
M. Z. Q.
, and
Hou
,
Z.
,
2015
, “
Multiplexed Model Predictive Control for Active Vehicle Suspensions
,”
Int. J. Control
,
88
(
2
), pp.
347
363
.
36.
Crolla
,
D. A.
, and
Abdel-Hady
,
M. B. A.
,
1991
, “
Active Suspension Control: Performance Comparisons Using Control Laws Applied to a Full Vehicle Model
,”
Veh. Syst. Dyn.
,
20
(
2
), pp.
107
120
.
37.
Zuo
,
L.
, and
Nayfeh
,
S. A.
,
2003
, “
Structured H2 Optimization of Vehicle Suspensions Based on Multi-Wheel Models
,”
Veh. Syst. Dyn.
,
40
(
5
), pp.
351
371
.
38.
ISO 8608:1995-09-01
,
Mechanical Vibration—Road Surface Profiles—Reporting of Measured Data
,
International Organization for Standardization (ISO)
.
39.
Sharp
,
R. S.
, and
Crolla
,
D. A.
,
1987
, “
Road Vehicle Suspension Systems Design–A Review
,”
Veh. Syst. Dyn.
,
16
(
3
), pp.
167
192
.
40.
Tyan
,
F.
,
Hong
,
Y. F.
,
Tu
,
S. H.
, and
Jeng
,
W. S.
,
2009
, “
Generation of Random Road Profiles
,”
J. Adv. Eng.
,
4
(
2
), pp.
1373
1378
.
41.
Zhou
,
K.
,
Doyle
,
J. C.
, and
Glover
,
K.
,
1995
,
Robust and Optimal Control
,
Prentice-Hall
,
Upper Saddle River, NJ
.
You do not currently have access to this content.