Vibration control of suspension system based on a hybrid intelligent control algorithm

被引：0

作者：

Zhang, Ke ^{[1
]}

Wang, Shiming

机构：

[1] Shanghai Inst Technol, Sch Mech & Automat Engn, Shanghai 200235, Peoples R China

[2] Shanghai Fisheries Univ, Coll Engn Sci & Technol, Shanghai 200090, Peoples R China

来源：

PRICAI 2006: TRENDS IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS | 2006年 / 4099卷

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Vibration control is a pivotal study subject for vehicle suspension system. In this paper, the physical model of semi-active quarter-coach suspension was established by the base of the theories of Buckingham's Pi theorem. According to the characteristics of the semi-active suspension of diesel-truck, a hybrid intelligent control algorithm-Fuzzy cerebellar model articulation control combined the Fuzzy logic control with cerebellar model articulation control techniques was presented and used to perform online control of semi-active suspension for the first time, novel weight-update laws were derived that guarantee the stability of closed-loop system, both information retrieval and teaming rules were described by algebraic equations in matrix form. The results of experiment of closed-loop excited by three typical vibration signals showed that the control strategy proposed here can obviously reduce the value of mean square root of vertical acceleration for semi-active suspension system, compared with the traditional control strategy.

引用

页码：797 / 806

页数：10

共 50 条

[21] UAV Flight Control System Based on an Intelligent BEL Algorithm
Pu, Huangzhong
Zhen, Ziyang
Jiang, Ju
Wang, Daobo
[J]. INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2013, 10
[22] AN EFFICIENT INTELLIGENT ALGORITHM BASED ON WSNs OF THE DRUG CONTROL SYSTEM
Luo, Zhenjun
Zhong, Luo
Zhang, Yingjiang
Miao, Yongfei
Ding, Tianming
[J]. TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2017, 24 (01): : 273 - 282
[23] Parameter Optimization of Coordinated Control System Based on Intelligent Algorithm
Xu, Zhibin
Xiao, Li
Ouyang, Chunming
Zhang, Weidong
[J]. 2018 INTERNATIONAL SEMINAR ON COMPUTER SCIENCE AND ENGINEERING TECHNOLOGY (SCSET 2018), 2019, 1176
[24] Intelligent measurement and control system of greenhouse environment based on the of hybrid incremental PID control
Zhang, Lingyi
Shen, Yuming
[J]. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 125 : 166 - 167
[25] Modeling and Intelligent Control of Vehicle Active Suspension System
Sun, Jianmin
Yang, Qingmei
[J]. 2008 IEEE CONFERENCE ON ROBOTICS, AUTOMATION, AND MECHATRONICS, VOLS 1 AND 2, 2008, : 292 - +
[26] A Symbolic Controller Based Intelligent Control System with Quantum Particle Swarm Optimization Based Hybrid Genetic Algorithm
Chiang, Cheng-Hsiung
[J]. 2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-8, 2008, : 1356 - 1363
[27] Preview H∞ Control of a Hybrid Suspension System
Strohm, Johannes N.
Christ, Fabian
[J]. IFAC PAPERSONLINE, 2019, 52 (05): : 237 - 242
[28] Analysis of vibration control of tracked vehicles suspension system
Zhang, JQ
Lu, NL
[J]. ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 2319 - 2322
[29] Vibration Control of Vehicle Suspension System by Electrorheological Damper
赵霞
张永发
[J]. Journal of Beijing Institute of Technology, 2006, (02) : 148 - 151
[30] Vibration control for active seat suspension system based on projective chaos synchronisation
Wen, Guilin
Zhang, Zhiyong
Yao, Shengji
Yin, Hanfeng
Chen, Zhong
Xu, Huidong
Ma, Chuanshuai
[J]. INTERNATIONAL JOURNAL OF VEHICLE DESIGN, 2012, 58 (01) : 1 - 14

← 1 2 3 4 5 →