Adaptive discrete sliding mode control of an electro-hydraulic actuator system

This thesis presents system identification and development of an adaptive robust control strategy based on discrete sliding mode control (DSMC) with zero phase error tracking control (ZPETC) for an electro-hydraulic actuator (EHA) system. A linear type actuation of the EHA system using a single-ende...

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Main Author: Ghazali, Rozaimi
Format: Thesis
Language:English
Published: 2013
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Online Access:http://eprints.utm.my/id/eprint/43965/5/RozaimiGhazaliPFKE2013.pdf
http://eprints.utm.my/id/eprint/43965/
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spelling my.utm.439652017-06-29T04:45:59Z http://eprints.utm.my/id/eprint/43965/ Adaptive discrete sliding mode control of an electro-hydraulic actuator system Ghazali, Rozaimi TK Electrical engineering. Electronics Nuclear engineering This thesis presents system identification and development of an adaptive robust control strategy based on discrete sliding mode control (DSMC) with zero phase error tracking control (ZPETC) for an electro-hydraulic actuator (EHA) system. A linear type actuation of the EHA system using a single-ended cylinder controlled by a servo valve was considered in the experimental design. In the system identification process, EHA system was modelled using parametric linear time varying equations with parameters that were identified using recursive and non-recursive identification techniques. An identification process that recursively computes the dynamic model was performed using recursive least square with varying forgetting factors and the estimated linear model was validated through statistical approaches. From the identification process, a non-minimum phase model of EHA system with a high sampling time was obtained. To formulate the control algorithm for the EHA system, a robust feedback control theory with feedforward structure was employed to overcome the non-minimum phase problem in EHA system. The algorithm was also subjected to model uncertainty and non-linear characteristics. As a result, a new robust controller with an integrated design scheme based on DSMC and ZPETC was developed using a reaching law technique where parameters of the controller had been analytically determined. Subsequently, the new adaptive control strategy was improved by enhancing DSMC and ZPETC that are adaptable with variations in the parameters of EHA system. In simulation and experimental studies, an optimal linear-quadraticregulator (LQR) and a proportional-integral-derivative (PID) were implemented in the position tracking control as comparisons with the proposed robust controller. A comprehensive performance evaluation with quantitative measures of the tracking performance is presented and the results show that the robust system performance was achieved with DSMC under different operating system conditions. The findings also demonstrated that the new adaptive DSMC with ZPETC structure has reduced the control effort and gave a better performance in terms of tracking accuracy as compared to the conventional DSMC, LQR and PID controllers. 2013-08 Thesis NonPeerReviewed application/pdf en http://eprints.utm.my/id/eprint/43965/5/RozaimiGhazaliPFKE2013.pdf Ghazali, Rozaimi (2013) Adaptive discrete sliding mode control of an electro-hydraulic actuator system. PhD thesis, Universiti Teknologi Malaysia, Faculty of Electrical Engineering.
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/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Ghazali, Rozaimi
Adaptive discrete sliding mode control of an electro-hydraulic actuator system
description This thesis presents system identification and development of an adaptive robust control strategy based on discrete sliding mode control (DSMC) with zero phase error tracking control (ZPETC) for an electro-hydraulic actuator (EHA) system. A linear type actuation of the EHA system using a single-ended cylinder controlled by a servo valve was considered in the experimental design. In the system identification process, EHA system was modelled using parametric linear time varying equations with parameters that were identified using recursive and non-recursive identification techniques. An identification process that recursively computes the dynamic model was performed using recursive least square with varying forgetting factors and the estimated linear model was validated through statistical approaches. From the identification process, a non-minimum phase model of EHA system with a high sampling time was obtained. To formulate the control algorithm for the EHA system, a robust feedback control theory with feedforward structure was employed to overcome the non-minimum phase problem in EHA system. The algorithm was also subjected to model uncertainty and non-linear characteristics. As a result, a new robust controller with an integrated design scheme based on DSMC and ZPETC was developed using a reaching law technique where parameters of the controller had been analytically determined. Subsequently, the new adaptive control strategy was improved by enhancing DSMC and ZPETC that are adaptable with variations in the parameters of EHA system. In simulation and experimental studies, an optimal linear-quadraticregulator (LQR) and a proportional-integral-derivative (PID) were implemented in the position tracking control as comparisons with the proposed robust controller. A comprehensive performance evaluation with quantitative measures of the tracking performance is presented and the results show that the robust system performance was achieved with DSMC under different operating system conditions. The findings also demonstrated that the new adaptive DSMC with ZPETC structure has reduced the control effort and gave a better performance in terms of tracking accuracy as compared to the conventional DSMC, LQR and PID controllers.
format Thesis
author Ghazali, Rozaimi
author_facet Ghazali, Rozaimi
author_sort Ghazali, Rozaimi
title Adaptive discrete sliding mode control of an electro-hydraulic actuator system
title_short Adaptive discrete sliding mode control of an electro-hydraulic actuator system
title_full Adaptive discrete sliding mode control of an electro-hydraulic actuator system
title_fullStr Adaptive discrete sliding mode control of an electro-hydraulic actuator system
title_full_unstemmed Adaptive discrete sliding mode control of an electro-hydraulic actuator system
title_sort adaptive discrete sliding mode control of an electro-hydraulic actuator system
publishDate 2013
url http://eprints.utm.my/id/eprint/43965/5/RozaimiGhazaliPFKE2013.pdf
http://eprints.utm.my/id/eprint/43965/
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score 13.159267