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Hysteresis modeling of magneto-rheological (MR) fluid damper by self tuning fuzzy control

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Ahn, Kyoung Kwan, Islam, M. A. and Truong, Dinh Quang (2008) Hysteresis modeling of magneto-rheological (MR) fluid damper by self tuning fuzzy control. In: ICCAS 2008. International Conference on Control, Automation and Systems, Seoul, 14-17 Oct 2008. Published in: International Conference on Control, Automation and Systems, 2008, ICCAS 2008. pp. 2628-2633. ISBN 9788995003893. doi:10.1109/ICCAS.2008.4694300

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Official URL: http://dx.doi.org/10.1109/ICCAS.2008.4694300

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Abstract

Nowadays, hydraulic actuators play an important role in a modern industry where controlled force or position with high accuracy is the most significant demand. This paper presents a new kind of electric-hydraulic load simulator (HLS) for conducting performance and stability test in the bench system where force control is important. The system model consists of a hybrid hydro-electric actuator and another hydraulic circuit generating disturbances. For the purpose of improving force control performance of hydraulic hybrid systems, an online tuning force controller based quantitative feedback theory (QFT) technique is applied to the load simulator and also proposed in this paper. The controller is firstly designed to satisfy the robust performance requirement, tracking performance specification, and disturbance attenuation despite uncertainties of the load simulator system. Secondly, by using gradient descent method it becomes an online tuning QFT controller during the system operation process to adapt with a wide range of working conditions including perturbations. Experiments are carried out to evaluate the effectiveness of the proposed control method applied for the electric-hydraulic load simulator systems.

Item Type: Conference Item (Paper)
Divisions: Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group)
Journal or Publication Title: International Conference on Control, Automation and Systems, 2008, ICCAS 2008.
Publisher: IEEE
ISBN: 9788995003893
Official Date: 2008
Dates:
DateEvent
2008Published
Page Range: pp. 2628-2633
DOI: 10.1109/ICCAS.2008.4694300
Status: Not Peer Reviewed
Publication Status: Published
Conference Paper Type: Paper
Title of Event: ICCAS 2008. International Conference on Control, Automation and Systems
Type of Event: Conference
Location of Event: Seoul
Date(s) of Event: 14-17 Oct 2008
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