Mechanical Sciences
Mechanical Sciences
Mechanical Sciences
Articles | Volume 16, issue 2
Articles | Volume 16, issue 2
https://doi.org/10.5194/ms-16-639-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/ms-16-639-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 16, issue 2
Research article
 | 
28 Oct 2025
Research article |  | 28 Oct 2025

Adaptive disturbance rejection control of magnetorheological seat suspension systems based on adaptive neuro-fuzzy inference system inverse modeling and improved crow search optimization

Xinkun Yang, Bin Chen, Wei Tao, Bo Guo, Yihan Huang, and Weiqi Chen

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Latest update: 02 Sep 2026
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Short summary
This study developed a new method to improve the comfort and safety of agricultural vehicle seats by reducing harmful vibrations. Using a smart combination of modeling and real-time control, the system adapts to different road conditions more effectively than existing solutions. Tests showed that this approach greatly lowered vibration levels. The research helps protect drivers' health and sets the stage for smarter vehicle suspension systems.
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