Hybrid damping control of magnetorheological semi-active suspension based on feedback linearization Kalman observer

IF 1.9 3区 工程技术 Q3 MECHANICS Meccanica Pub Date : 2024-07-01 DOI:10.1007/s11012-024-01827-w
Yu Jiang, Ruochen Wang, Dong Sun, Renkai Ding, Lin Yang
{"title":"Hybrid damping control of magnetorheological semi-active suspension based on feedback linearization Kalman observer","authors":"Yu Jiang,&nbsp;Ruochen Wang,&nbsp;Dong Sun,&nbsp;Renkai Ding,&nbsp;Lin Yang","doi":"10.1007/s11012-024-01827-w","DOIUrl":null,"url":null,"abstract":"<div><p>To improve the dynamic performances of nonlinear magnetorheological (MR) semi-active suspension, a hybrid damping control (HDC) based on Kalman observer of nonlinear suspension system is proposed. Firstly, the mechanical test of MR damper is carried out, and the mechanical model of MR damper and suspension system model are established. On this basis, a feedback linearization Kalman observer (FLKO) based on differential geometry theory is designed. Then, the working modes of the MR suspension system are divided according to different driving roads. HDC is proposed to achieve the dynamic control objectives under different working modes, and genetic algorithm is used to optimize the coefficients of skyhook, groundhook and distribution. The simulation results show that the estimation accuracy of FLKO is more than 85%. Compared with passive suspension, the tire dynamic load is optimized by 15.53% on A class road, improving the road holding. On B class road, the body acceleration, suspension deflection and tire dynamic load are optimized by 2.22%, 23.76% and 1.47% respectively, optimizing the dynamic performances comprehensively. On C class road, the body acceleration is optimized by 17.69%, improving the ride comfort effectively. Finally, a test bench is built, and the test results are basically consistent with simulation, which verifies the effectiveness of the designed FLKO and HDC.</p></div>","PeriodicalId":695,"journal":{"name":"Meccanica","volume":"59 7","pages":"1087 - 1102"},"PeriodicalIF":1.9000,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Meccanica","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s11012-024-01827-w","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MECHANICS","Score":null,"Total":0}
引用次数: 0

Abstract

To improve the dynamic performances of nonlinear magnetorheological (MR) semi-active suspension, a hybrid damping control (HDC) based on Kalman observer of nonlinear suspension system is proposed. Firstly, the mechanical test of MR damper is carried out, and the mechanical model of MR damper and suspension system model are established. On this basis, a feedback linearization Kalman observer (FLKO) based on differential geometry theory is designed. Then, the working modes of the MR suspension system are divided according to different driving roads. HDC is proposed to achieve the dynamic control objectives under different working modes, and genetic algorithm is used to optimize the coefficients of skyhook, groundhook and distribution. The simulation results show that the estimation accuracy of FLKO is more than 85%. Compared with passive suspension, the tire dynamic load is optimized by 15.53% on A class road, improving the road holding. On B class road, the body acceleration, suspension deflection and tire dynamic load are optimized by 2.22%, 23.76% and 1.47% respectively, optimizing the dynamic performances comprehensively. On C class road, the body acceleration is optimized by 17.69%, improving the ride comfort effectively. Finally, a test bench is built, and the test results are basically consistent with simulation, which verifies the effectiveness of the designed FLKO and HDC.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于反馈线性化卡尔曼观测器的磁流变半主动悬架混合阻尼控制
为了改善非线性磁流变(MR)半主动悬架的动态性能,提出了一种基于卡尔曼观测器的非线性悬架系统混合阻尼控制(HDC)。首先,对磁流变减振器进行了力学测试,建立了磁流变减振器力学模型和悬架系统模型。在此基础上,设计了基于微分几何理论的反馈线性化卡尔曼观测器(FLKO)。然后,根据不同的行驶道路划分了 MR 悬挂系统的工作模式。为实现不同工作模式下的动态控制目标,提出了 HDC,并利用遗传算法优化了天钩、地钩和分配系数。仿真结果表明,FLKO 的估计精度大于 85%。与被动悬架相比,在 A 级道路上,轮胎动载荷优化了 15.53%,提高了路面保持性能。在 B 级道路上,车身加速度、悬架挠度和轮胎动载荷分别优化了 2.22%、23.76% 和 1.47%,全面优化了动态性能。在 C 级道路上,车身加速度优化了 17.69%,有效改善了乘坐舒适性。最后,建立了试验台,试验结果与仿真结果基本一致,验证了所设计的 FLKO 和 HDC 的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Meccanica
Meccanica 物理-力学
CiteScore
4.70
自引率
3.70%
发文量
151
审稿时长
7 months
期刊介绍: Meccanica focuses on the methodological framework shared by mechanical scientists when addressing theoretical or applied problems. Original papers address various aspects of mechanical and mathematical modeling, of solution, as well as of analysis of system behavior. The journal explores fundamental and applications issues in established areas of mechanics research as well as in emerging fields; contemporary research on general mechanics, solid and structural mechanics, fluid mechanics, and mechanics of machines; interdisciplinary fields between mechanics and other mathematical and engineering sciences; interaction of mechanics with dynamical systems, advanced materials, control and computation; electromechanics; biomechanics. Articles include full length papers; topical overviews; brief notes; discussions and comments on published papers; book reviews; and an international calendar of conferences. Meccanica, the official journal of the Italian Association of Theoretical and Applied Mechanics, was established in 1966.
期刊最新文献
Investigation of droplet collision characteristics with moving film and its comparison with stationary film: unsteady and 3D CLSVOF method Compound control method for reliability of the robotic arms with clearance joint Multiscale topology optimization of anisotropic multilayer periodic structures based on the isogeometric analysis method CFD and ray tracing analysis of a discrete nozzle for laser metal deposition Design and performance investigation of a sliding-mode adaptive proportional–integral–derivative control for cable-breakage scenario
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1