Optimization of modified sliding mode controller for an electro-hydraulic actuator system with mismatched disturbance

This paper presents a modified sliding mode controller (MSMC) for tracking purpose of electro-hydraulic actuator system with mismatched disturbance. The main contribution of this study is in attempting to find the optimal tuning of sliding surface parameters in the MSMC using a hybrid algorithm of p...

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Main Authors: Othman, Siti Marhainis, Rahmat, Mohd. Fuaad, Md. Rozali, Sahazati, Has, Zulfatman, Zainal Abidin, Amar Faiz
Format: Article
Published: Institute of Advanced Engineering and Science 2018
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Online Access:http://eprints.utm.my/id/eprint/81923/
http://dx.doi.org/10.1109/EECSI.2018.8752807
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Institution: Universiti Teknologi Malaysia
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spelling my.utm.819232019-09-30T13:04:48Z http://eprints.utm.my/id/eprint/81923/ Optimization of modified sliding mode controller for an electro-hydraulic actuator system with mismatched disturbance Othman, Siti Marhainis Rahmat, Mohd. Fuaad Md. Rozali, Sahazati Has, Zulfatman Zainal Abidin, Amar Faiz TK Electrical engineering. Electronics Nuclear engineering This paper presents a modified sliding mode controller (MSMC) for tracking purpose of electro-hydraulic actuator system with mismatched disturbance. The main contribution of this study is in attempting to find the optimal tuning of sliding surface parameters in the MSMC using a hybrid algorithm of particle swarm optimization (PSO) and gravitational search algorithms (GSA), in order to produce the best system performance and reduce the chattering effects. In this regard, Sum square error (SSE) has been used as the objective function of the hybrid algorithm. The performance was evaluated based on the tracking error identified between reference input and the system output. In addition, the efficiency of the designed controller was verified within a simulation environment under various values of external disturbances. Upon drawing a comparison of PSOGSA with PSO and GSA alone, it was learnt that the proposed controller MSMC, which had been integrated with PSOGSA was capable of performing more efficiently in trajectory control and was able to reduce the chattering effects of MSMC significantly compared to MSMC-PSO and MSMC-GSA, respectively when the highest external disturbance, 10500N being injected into the system’s actuator. Institute of Advanced Engineering and Science 2018 Article PeerReviewed Othman, Siti Marhainis and Rahmat, Mohd. Fuaad and Md. Rozali, Sahazati and Has, Zulfatman and Zainal Abidin, Amar Faiz (2018) Optimization of modified sliding mode controller for an electro-hydraulic actuator system with mismatched disturbance. International Conference on Electrical Engineering, Computer Science and Informatics (EECSI), 8 (4). pp. 1-6. ISSN 2407-439X http://dx.doi.org/10.1109/EECSI.2018.8752807 DOI: 10.1109/EECSI.2018.8752807
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Othman, Siti Marhainis
Rahmat, Mohd. Fuaad
Md. Rozali, Sahazati
Has, Zulfatman
Zainal Abidin, Amar Faiz
Optimization of modified sliding mode controller for an electro-hydraulic actuator system with mismatched disturbance
description This paper presents a modified sliding mode controller (MSMC) for tracking purpose of electro-hydraulic actuator system with mismatched disturbance. The main contribution of this study is in attempting to find the optimal tuning of sliding surface parameters in the MSMC using a hybrid algorithm of particle swarm optimization (PSO) and gravitational search algorithms (GSA), in order to produce the best system performance and reduce the chattering effects. In this regard, Sum square error (SSE) has been used as the objective function of the hybrid algorithm. The performance was evaluated based on the tracking error identified between reference input and the system output. In addition, the efficiency of the designed controller was verified within a simulation environment under various values of external disturbances. Upon drawing a comparison of PSOGSA with PSO and GSA alone, it was learnt that the proposed controller MSMC, which had been integrated with PSOGSA was capable of performing more efficiently in trajectory control and was able to reduce the chattering effects of MSMC significantly compared to MSMC-PSO and MSMC-GSA, respectively when the highest external disturbance, 10500N being injected into the system’s actuator.
format Article
author Othman, Siti Marhainis
Rahmat, Mohd. Fuaad
Md. Rozali, Sahazati
Has, Zulfatman
Zainal Abidin, Amar Faiz
author_facet Othman, Siti Marhainis
Rahmat, Mohd. Fuaad
Md. Rozali, Sahazati
Has, Zulfatman
Zainal Abidin, Amar Faiz
author_sort Othman, Siti Marhainis
title Optimization of modified sliding mode controller for an electro-hydraulic actuator system with mismatched disturbance
title_short Optimization of modified sliding mode controller for an electro-hydraulic actuator system with mismatched disturbance
title_full Optimization of modified sliding mode controller for an electro-hydraulic actuator system with mismatched disturbance
title_fullStr Optimization of modified sliding mode controller for an electro-hydraulic actuator system with mismatched disturbance
title_full_unstemmed Optimization of modified sliding mode controller for an electro-hydraulic actuator system with mismatched disturbance
title_sort optimization of modified sliding mode controller for an electro-hydraulic actuator system with mismatched disturbance
publisher Institute of Advanced Engineering and Science
publishDate 2018
url http://eprints.utm.my/id/eprint/81923/
http://dx.doi.org/10.1109/EECSI.2018.8752807
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