Temperature compensation control of magnetorheological damper based on unified exponential linear mixed analytic model

Abstract The performance of magnetorheological fluids is temperature-dependent, which means that the force exerted by the magnetorheological damper also varies with temperature changes. Additionally, during operation, the damper transforms mechanical vibrational energy into self-generated heat, leading to significant temperature fluctuations. These fluctuations can result in model mismatches and degrade control performance. This paper proposes a parameterized Exponential linear mixed analytic (ELMA) model for the magnetorheological damper, which not only accurately captures the damping force characteristics of the damper but also offers high interpretability. To achieve precise control, a temperature compensation ELMA model is introduced, which includes both forward and inverse models for calculating the required current based on the demand force. Compared to the uncorrected model, the accuracy of current tracking improves by 3.98%, and the accuracy of force tracking improves by 7.75%. Furthermore, the Temperature Compensation Inverse Model is coupled with the Sky-hook and Mixed SH-ADD control algorithms, utilizing joint simulations in CarSim and Simulink. With temperature compensation, the Sky-hook control algorithm reduces acceleration variance by 11.97% and peak pitch rate by 35.82% on challenging roads, while the Mixed SH-ADD algorithm achieves 10.77% and 41.78% reductions, respectively.

Authors

Institutions

Publication Details

Journal
Engineering Research Express
Published
2025-05-06
DOI
https://doi.org/10.1088/2631-8695/add4c2
Primary Topic
Evaluation Methods in Various Fields
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Temperature compensation control of magnetorheological damper based on unified exponential linear mixed analytic model

Ali Caglar Sonmez, Yintao Wei, Peilin Guo
Engineering Research Express
Evaluation Methods in Various Fields
article

Temperature compensation control of magnetorheological damper based on unified exponential linear mixed analytic model

Ali Caglar Sonmez, Yintao Wei, Peilin Guo
article en

Abstract

Abstract The performance of magnetorheological fluids is temperature-dependent, which means that the force exerted by the magnetorheological damper also varies with temperature changes. Additionally, during operation, the damper transforms mechanical vibrational energy into self-generated heat, leading to significant temperature fluctuations. These fluctuations can result in model mismatches and degrade control performance. This paper proposes a parameterized Exponential linear mixed analytic (ELMA) model for the magnetorheological damper, which not only accurately captures the damping force characteristics of the damper but also offers high interpretability. To achieve precise control, a temperature compensation ELMA model is introduced, which includes both forward and inverse models for calculating the required current based on the demand force. Compared to the uncorrected model, the accuracy of current tracking improves by 3.98%, and the accuracy of force tracking improves by 7.75%. Furthermore, the Temperature Compensation Inverse Model is coupled with the Sky-hook and Mixed SH-ADD control algorithms, utilizing joint simulations in CarSim and Simulink. With temperature compensation, the Sky-hook control algorithm reduces acceleration variance by 11.97% and peak pitch rate by 35.82% on challenging roads, while the Mixed SH-ADD algorithm achieves 10.77% and 41.78% reductions, respectively.

Engineering Research ExpressVol. 7(2)
Tsinghua University (CN)
National Natural Science Foundation of China, State Key Laboratory of Vehicle NVH and Safety Technology
Openalex Percentile: Top 95%
Evaluation Methods in Various Fields
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Temperature compensation control of magnetorheological damper based on unified exponential linear mixed analytic model — Ali Caglar Sonmez, Yintao Wei, et al. · Engineering Research Express (2025) | TGRS Research Map | TGRS