Modeling and force control of thin soft McKibben actuator

This paper presents the modeling of a thin soft McKibben actuator using the system identification (SI) method and its force control. Procedures from the system identification method are used to create a mathematical model (transfer function) from the test data. The autoregressive with exogenous inpu...

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Main Authors: Faudzi, A. A. M., Mat Lazim, N. H. I., Suzumori, K.
Format: Article
Published: Fuji Technology Press 2016
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Online Access:http://eprints.utm.my/id/eprint/74568/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84978160813&partnerID=40&md5=6bf24737f76a61f1d36cbe98c8157371
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spelling my.utm.745682017-11-29T23:58:38Z http://eprints.utm.my/id/eprint/74568/ Modeling and force control of thin soft McKibben actuator Faudzi, A. A. M. Mat Lazim, N. H. I. Suzumori, K. TK Electrical engineering. Electronics Nuclear engineering This paper presents the modeling of a thin soft McKibben actuator using the system identification (SI) method and its force control. Procedures from the system identification method are used to create a mathematical model (transfer function) from the test data. The autoregressive with exogenous input (ARX)model was chosen as the model structure of the system. Next, a PSO-PID controller was proposed for the force control of the actuator. The simulation data were verified against the test data for the force control using PSOPID and conventional PID. Results showed that the developed model represents the actual system by giving the same characteristics in the force control analysis in step, multi-step, and sinusoidal input. Fuji Technology Press 2016 Article PeerReviewed Faudzi, A. A. M. and Mat Lazim, N. H. I. and Suzumori, K. (2016) Modeling and force control of thin soft McKibben actuator. International Journal of Automation Technology, 10 (4). pp. 487-493. ISSN 1881-7629 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84978160813&partnerID=40&md5=6bf24737f76a61f1d36cbe98c8157371
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
Faudzi, A. A. M.
Mat Lazim, N. H. I.
Suzumori, K.
Modeling and force control of thin soft McKibben actuator
description This paper presents the modeling of a thin soft McKibben actuator using the system identification (SI) method and its force control. Procedures from the system identification method are used to create a mathematical model (transfer function) from the test data. The autoregressive with exogenous input (ARX)model was chosen as the model structure of the system. Next, a PSO-PID controller was proposed for the force control of the actuator. The simulation data were verified against the test data for the force control using PSOPID and conventional PID. Results showed that the developed model represents the actual system by giving the same characteristics in the force control analysis in step, multi-step, and sinusoidal input.
format Article
author Faudzi, A. A. M.
Mat Lazim, N. H. I.
Suzumori, K.
author_facet Faudzi, A. A. M.
Mat Lazim, N. H. I.
Suzumori, K.
author_sort Faudzi, A. A. M.
title Modeling and force control of thin soft McKibben actuator
title_short Modeling and force control of thin soft McKibben actuator
title_full Modeling and force control of thin soft McKibben actuator
title_fullStr Modeling and force control of thin soft McKibben actuator
title_full_unstemmed Modeling and force control of thin soft McKibben actuator
title_sort modeling and force control of thin soft mckibben actuator
publisher Fuji Technology Press
publishDate 2016
url http://eprints.utm.my/id/eprint/74568/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84978160813&partnerID=40&md5=6bf24737f76a61f1d36cbe98c8157371
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score 13.160551