2020
DOI: 10.5194/ms-11-465-2020
|View full text |Cite
|
Sign up to set email alerts
|

Novel semiactive suspension using a magnetorheological elastomer (MRE)-based absorber and adaptive neural network controller for systems with input constraints

Abstract: Abstract. For most existing semiactive systems, it is commonly known that the stability and tracking performance will deteriorate in a real application due to the input constraints and nonlinearity in the system. In this study, in order to overcome the above shortcomings, a novel bench-scale suspension plant using a magnetorheological elastomer (MRE)-based absorber accompanied with an adaptive and global neural-network-based tracking controller is introduced. The adaptive neural network (ANN) is used to estima… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
3
1
1

Citation Types

0
6
0

Year Published

2021
2021
2023
2023

Publication Types

Select...
5
4

Relationship

0
9

Authors

Journals

citations
Cited by 23 publications
(6 citation statements)
references
References 36 publications
0
6
0
Order By: Relevance
“…MRE manufacture consists of several materials such as Carbonyl Iron Powder (CIP), silicone oil, and silicone rubber [1,3,16,18,22]. As shown in Figure 1, the steps for making an MRE generally consist of three steps.…”
Section: Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…MRE manufacture consists of several materials such as Carbonyl Iron Powder (CIP), silicone oil, and silicone rubber [1,3,16,18,22]. As shown in Figure 1, the steps for making an MRE generally consist of three steps.…”
Section: Methodsmentioning
confidence: 99%
“…There have been many researchers who studied how to improve the performance of vibration dampers using MRE material [6,8,16,17,18,19]. They study performance using magnetic field analysis.…”
Section: Introductionmentioning
confidence: 99%
“…In Albanese and Cunefare (2003a, b), a compression-mode MRE vibration absorber based on the controllable compression stiffness characteristics of the MRE was devised, the frequency shift characteristics were tested, and the control method by the experiments was investigated. Ni et al (2009) and Deng and Gong (2007) designed a shearmode MRE dynamic vibration absorber; after that its frequency shift characteristics were tested by experiments. His research team also proposed a shear-compression hybridmode MRE vibration absorber, and the numerical simulation is carried out to authenticate the consistency of the designed structure.…”
Section: P Gao Et Al: a New Mre Torsional Vibration Absorber: Desigmentioning
confidence: 99%
“…As for other stiffness variable joints, several rubber joints based on magnetorheological (MR) materials were proposed. MR materials have the advantages of fast and reverse response under the stimulation of external field, which have been widely used in vehicle suspension [21][22][23][24][25], shock absorption [26][27][28][29] and robotics [30]. In our previous research, a magnetorheological elastomer (MRE) rubber joint [31] and a magnetorheological fluid (MRF) rubber joint [32] were proposed.…”
Section: Introductionmentioning
confidence: 99%