Third-order robust fuzzy sliding mode tracking control of a double-acting electrohydraulic actuator

In the industrial sector, an electrohydraulic actuator (EHA) system is a common technology. This system is often used in applications that demand high force, such as the steel, automotive, and aerospace industries. Furthermore, since most mechanical actuators' performance changes with time, it...

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Main Authors: Ghani, Muhammad Fadli, Ghazali, Rozaimi, Chong, Chee Soon, Jaafar, Hazriq Izzuan, Md. Sam, Yahaya, Has, Zulfatman
Format: Article
Language:English
Published: IJETAE 2022
Online Access:http://eprints.utem.edu.my/id/eprint/26617/2/THIRD-ORDER%20ROBUST%20FUZZY%20SLIDING%20MODE%20TRACKING%20CONTROL%20OF%20A%20DOUBLE-ACTING%20ELECTROHYDRAULIC%20ACTUATOR.PDF
http://eprints.utem.edu.my/id/eprint/26617/
https://ijetae.com/files/Volume12Issue6/IJETAE_0622_18.pdf
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spelling my.utem.eprints.266172023-04-12T15:27:37Z http://eprints.utem.edu.my/id/eprint/26617/ Third-order robust fuzzy sliding mode tracking control of a double-acting electrohydraulic actuator Ghani, Muhammad Fadli Ghazali, Rozaimi Chong, Chee Soon Jaafar, Hazriq Izzuan Md. Sam, Yahaya Has, Zulfatman In the industrial sector, an electrohydraulic actuator (EHA) system is a common technology. This system is often used in applications that demand high force, such as the steel, automotive, and aerospace industries. Furthermore, since most mechanical actuators' performance changes with time, it is considerably more difficult to assure its robustness over time. Therefore, this paper proposed a robust fuzzy sliding mode proportional derivative (FSMCPD) controller. The sliding mode controller (SMC) is accomplished by utilizing the exponential law and the Lyapunov theorem to ensure closed loop stability. By replacing the fuzzy logic control (FLC) function over the signum function, the chattering in the SMC controller has been considerably reduced. By using the sum of absolute errors as the objective function, particle swarm optimization (PSO) was used to optimize the controller parameter gain. The experiment results for trajectory tracking and the robustness test were compared with the sliding mode proportional derivative (SMCPD) controller to demonstrate the performance of the FSMCPD controller. According to the findings of the thorough study, the FSMCPD controller outperforms the SMCPD controller in terms of mean square error (MSE) and robustness index (RI). IJETAE 2022-06 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/26617/2/THIRD-ORDER%20ROBUST%20FUZZY%20SLIDING%20MODE%20TRACKING%20CONTROL%20OF%20A%20DOUBLE-ACTING%20ELECTROHYDRAULIC%20ACTUATOR.PDF Ghani, Muhammad Fadli and Ghazali, Rozaimi and Chong, Chee Soon and Jaafar, Hazriq Izzuan and Md. Sam, Yahaya and Has, Zulfatman (2022) Third-order robust fuzzy sliding mode tracking control of a double-acting electrohydraulic actuator. International Journal of Emerging Technology and Advanced Engineering, 12 (6). pp. 141-151. ISSN 2250-2459 https://ijetae.com/files/Volume12Issue6/IJETAE_0622_18.pdf 10.46338/ijetae0622_18
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
description In the industrial sector, an electrohydraulic actuator (EHA) system is a common technology. This system is often used in applications that demand high force, such as the steel, automotive, and aerospace industries. Furthermore, since most mechanical actuators' performance changes with time, it is considerably more difficult to assure its robustness over time. Therefore, this paper proposed a robust fuzzy sliding mode proportional derivative (FSMCPD) controller. The sliding mode controller (SMC) is accomplished by utilizing the exponential law and the Lyapunov theorem to ensure closed loop stability. By replacing the fuzzy logic control (FLC) function over the signum function, the chattering in the SMC controller has been considerably reduced. By using the sum of absolute errors as the objective function, particle swarm optimization (PSO) was used to optimize the controller parameter gain. The experiment results for trajectory tracking and the robustness test were compared with the sliding mode proportional derivative (SMCPD) controller to demonstrate the performance of the FSMCPD controller. According to the findings of the thorough study, the FSMCPD controller outperforms the SMCPD controller in terms of mean square error (MSE) and robustness index (RI).
format Article
author Ghani, Muhammad Fadli
Ghazali, Rozaimi
Chong, Chee Soon
Jaafar, Hazriq Izzuan
Md. Sam, Yahaya
Has, Zulfatman
spellingShingle Ghani, Muhammad Fadli
Ghazali, Rozaimi
Chong, Chee Soon
Jaafar, Hazriq Izzuan
Md. Sam, Yahaya
Has, Zulfatman
Third-order robust fuzzy sliding mode tracking control of a double-acting electrohydraulic actuator
author_facet Ghani, Muhammad Fadli
Ghazali, Rozaimi
Chong, Chee Soon
Jaafar, Hazriq Izzuan
Md. Sam, Yahaya
Has, Zulfatman
author_sort Ghani, Muhammad Fadli
title Third-order robust fuzzy sliding mode tracking control of a double-acting electrohydraulic actuator
title_short Third-order robust fuzzy sliding mode tracking control of a double-acting electrohydraulic actuator
title_full Third-order robust fuzzy sliding mode tracking control of a double-acting electrohydraulic actuator
title_fullStr Third-order robust fuzzy sliding mode tracking control of a double-acting electrohydraulic actuator
title_full_unstemmed Third-order robust fuzzy sliding mode tracking control of a double-acting electrohydraulic actuator
title_sort third-order robust fuzzy sliding mode tracking control of a double-acting electrohydraulic actuator
publisher IJETAE
publishDate 2022
url http://eprints.utem.edu.my/id/eprint/26617/2/THIRD-ORDER%20ROBUST%20FUZZY%20SLIDING%20MODE%20TRACKING%20CONTROL%20OF%20A%20DOUBLE-ACTING%20ELECTROHYDRAULIC%20ACTUATOR.PDF
http://eprints.utem.edu.my/id/eprint/26617/
https://ijetae.com/files/Volume12Issue6/IJETAE_0622_18.pdf
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score 13.159267