Multidisciplinary design optimization of mechatronic vehicles with active suspensions

被引:54
作者
He, YP [1 ]
McPhee, J [1 ]
机构
[1] Univ Waterloo, Waterloo, ON N2L 3G1, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
D O I
10.1016/j.jsv.2004.04.027
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
A multidisciplinary optimization method is applied to the design of mechatronic vehicles with active suspensions. The method is implemented in a GA-A'GEM-MATLAB simulation environment in such a way that the linear mechanical vehicle model is designed in a multibody dynamics software package, i.e. A'GEM, the controllers and estimators are constructed using linear quadratic Gaussian (LQG) method, and Kalman filter algorithm in Matlab, then the combined mechanical and control model is optimized simultaneously using a genetic algorithm (GA). The design variables include passive parameters and control parameters. In the numerical optimizations, both random and deterministic road inputs and both perfect measurement of full state variables and estimated limited state variables are considered. Optimization results show that the active suspension systems based on the multidisciplinary optimization method have better overall performance than those derived using conventional design methods with the LQG algorithm. (c) 2004 Elsevier Ltd. All rights reserved.
引用
收藏
页码:217 / 241
页数:25
相关论文
共 22 条
[1]  
ALEXANDRIDIS A, 1984, AM CONTR C SAN DIEG, P1199
[2]   THE AGEM MULTIBODY DYNAMICS PACKAGE [J].
ANDERSON, RJ .
VEHICLE SYSTEM DYNAMICS, 1993, 22 :41-44
[3]  
[Anonymous], 1989, GENETIC ALGORITHM SE
[4]   Application of genetic algorithms to the design optimization of an active vehicle suspension system [J].
Baumal, AE ;
McPhee, JJ ;
Calamai, PH .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 1998, 163 (1-4) :87-94
[5]  
BESTLE D, 1995, MULTIPLE CRITERIA DE, P467
[6]  
BESTLE D, 1994, CONCURRENT ENG TOOLS, P274
[7]  
Bryson A. E., 1975, APPL OPTIMAL CONTROL
[8]  
Chalasani R., 1986, S SIM CONTR GROUND V, P205
[9]   SUSPENSION OPTIMIZATION OF A 2-DOF VEHICLE MODEL USING A STOCHASTIC OPTIMAL-CONTROL TECHNIQUE [J].
HAC, A .
JOURNAL OF SOUND AND VIBRATION, 1985, 100 (03) :343-357
[10]   STOCHASTIC OPTIMAL-CONTROL OF VEHICLES WITH ELASTIC BODY AND ACTIVE SUSPENSION [J].
HAC, A .
JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 1986, 108 (02) :106-110