journal article·2025-12-01

Grey human simulated intelligent control of magnetorheological semi-active and electromagnetic active seat suspension

Xiaomin Dong, Tao Geng, Xuan Li

Smart Materials and Structures· Volume 34· Issue 12
Publisher page

Abstract

Abstract The semi-active seat suspension has limited effect on vibration suppression in the low-frequency band, while the active seat suspension has excessive energy consumption and is prone to system instability due to improper control in the higher frequency band. To achieve more reliable vibration reduction effects of the seat suspension system in a wider frequency band, this paper integrates an electromagnetic active actuator and a magnetorheological (MR) damper into the seat suspension, and adopts the human simulated intelligent controller (HSIC) algorithm to achieve a hybrid control of active and semi-active. Combined with grey prediction, it can to some extent compensate for the response delay of the actuators. In this paper, the dynamics of the seat suspension system is modelled by the Lagrange method, which also includes the mechanical performance analysis of the two actuators. Subsequently, the mechanical property and response time of the MR damper are tested. Finally, the corresponding simulation and experiments of the designed controller are carried out. The results show that the grey HSIC can effectively improve the ride comfort of the seat suspension under road excitation in different frequency bands. This research also provides a reference for the subsequent suspension control of multiple actuators.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Vibration Control and Rheological Fluids · Effects of Vibration on Health · Vehicle Noise and Vibration Control

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (23)

Show source-provided references
1. Cumulative brain injury from motor vehicle-induced whole-body vibration and prevention by human apolipoprotein A-I molecule mimetic (4F) peptide (an Apo A-I Mimetic)10.1016/j.jstrokecerebrovasdis.2015.08.007 ↗
2. Static and dynamic performance analysis of scissor seat of combine harvester10.1088/1742-6596/2125/1/012042 ↗
3. Modeling and analysis of static and dynamic characteristics of nonlinear seat suspension for off-road vehicles10.1155/2015/938205 ↗
4. Performance analysis of the damper with built-in magnetorheological valve10.1088/1361-665X/ad0f33 ↗
5. Experimental study of a variable stiffness seat suspension installed with a compact rotary MR damper10.3389/fmats.2021.594843 ↗
6. Nonlinear passive magnetorheological damping characteristics of the scissor-like isolation platform10.1007/s00419-024-02624-3 ↗
7. Optimal and suboptimal linear active suspensions for road vehicles10.1080/00423118408968767 ↗
8. Survey of advanced suspension developments and related optimal control applications10.1016/S0005-1098(97)00101-5 ↗
9. Adaptive control of vehicle suspension10.1080/00423118708968870 ↗
10. A comparison of adaptive LQG and nonlinear controllers for vehicle suspension systems10.1080/00423119108968993 ↗
11. control of active vehicle suspensions with actuator time delay10.1016/j.jsv.2006.09.022 ↗
12. Study on the stability and vibration reduction of nonlinear active suspension system with time-delayed feedback control10.1177/1461348420912557 ↗
13. A study on active suspension system using time delay control
14. Integrated active and semi-active control for seat suspension of a heavy duty vehicle10.1177/1045389X17721032 ↗
15. Time-delay compensation control and stability analysis of vehicle semi-active suspension systems10.1016/j.ymssp.2025.112414 ↗
16. Semiactive control of high‐speed railway vehicle suspension systems with magnetorheological dampers10.1155/2019/5279380 ↗
17. The PID semi-active vibration control on nonlinear suspension system with time delay10.1007/s13177-017-0143-5 ↗
18. Smith predictor‐taylor series‐based LQG control for time delay compensation of vehicle semiactive suspension10.1155/2019/3476826 ↗
19. Improved adaptive inverse compensation technique for real-time hybrid simulation10.1061/(ASCE)EM.1943-7889.0000450 ↗
20. Gray skyhook predictive control of magnetorheological semi-active seat suspension with time delay10.1088/1361-665X/acfcf7 ↗
21. Human simulated intelligent control and its application in magneto-rheological suspension
22. Human simulated intelligent control of vehicle suspension system with MR dampers10.1016/j.jsv.2008.06.047 ↗
23. Semi-active fault-tolerant control of whole-spacecraft vibration isolation platform based on human-simulated intelligent controller10.1088/1361-665X/adbe1b ↗