Control-Oriented Modelling of a 3D-Printed Soft Actuator

A new type of soft actuator was developed by using hydrogel materials and three-dimensional (3D) printing technology, attracting the attention of researchers in the soft robotics field. Due to parametric uncertainties of such actuators, which originate in both a custom design nature of 3D printing a...

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Main Authors: Ali Zolfagharian, Akif Kaynak, Sui Yang Khoo, Jun Zhang, Saeid Nahavandi, Abbas Kouzani
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Materials
Subjects:
Online Access:http://www.mdpi.com/1996-1944/12/1/71
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spelling doaj-30b2d4b5ca344ec085b997d59ede96d12020-11-25T02:09:37ZengMDPI AGMaterials1996-19442018-12-011217110.3390/ma12010071ma12010071Control-Oriented Modelling of a 3D-Printed Soft ActuatorAli Zolfagharian0Akif Kaynak1Sui Yang Khoo2Jun Zhang3Saeid Nahavandi4Abbas Kouzani5School of Engineering, Deakin University, 3216 Geelong, AustraliaSchool of Engineering, Deakin University, 3216 Geelong, AustraliaSchool of Engineering, Deakin University, 3216 Geelong, AustraliaSchool of Engineering, Deakin University, 3216 Geelong, AustraliaInstitute for Intelligent Systems Research and Innovation (IISRI), Deakin University, 3216 Geelong, AustraliaSchool of Engineering, Deakin University, 3216 Geelong, AustraliaA new type of soft actuator was developed by using hydrogel materials and three-dimensional (3D) printing technology, attracting the attention of researchers in the soft robotics field. Due to parametric uncertainties of such actuators, which originate in both a custom design nature of 3D printing as well as time and voltage variant characteristics of polyelectrolyte actuators, a sophisticated model to estimate their behaviour is required. This paper presents a practical modeling approach for the deflection of a 3D printed soft actuator. The suggested model is composed of electrical and mechanical dynamic models while the earlier version describes the actuator as a resistive-capacitive (RC) circuit. The latter model relates the ionic charges to the bending of an actuator. The experimental results were acquired to estimate the transfer function parameters of the developed model incorporating Takagi-Sugeno (T-S) fuzzy sets. The proposed model was successful in estimating the end-point trajectory of the actuator, especially in response to a broad range of input voltage variation. With some modifications in the electromechanical aspects of the model, the proposed modelling method can be used with other 3D printed soft actuators.http://www.mdpi.com/1996-1944/12/1/71modelingsoft actuatorsoft robot3D print
collection DOAJ
language English
format Article
sources DOAJ
author Ali Zolfagharian
Akif Kaynak
Sui Yang Khoo
Jun Zhang
Saeid Nahavandi
Abbas Kouzani
spellingShingle Ali Zolfagharian
Akif Kaynak
Sui Yang Khoo
Jun Zhang
Saeid Nahavandi
Abbas Kouzani
Control-Oriented Modelling of a 3D-Printed Soft Actuator
Materials
modeling
soft actuator
soft robot
3D print
author_facet Ali Zolfagharian
Akif Kaynak
Sui Yang Khoo
Jun Zhang
Saeid Nahavandi
Abbas Kouzani
author_sort Ali Zolfagharian
title Control-Oriented Modelling of a 3D-Printed Soft Actuator
title_short Control-Oriented Modelling of a 3D-Printed Soft Actuator
title_full Control-Oriented Modelling of a 3D-Printed Soft Actuator
title_fullStr Control-Oriented Modelling of a 3D-Printed Soft Actuator
title_full_unstemmed Control-Oriented Modelling of a 3D-Printed Soft Actuator
title_sort control-oriented modelling of a 3d-printed soft actuator
publisher MDPI AG
series Materials
issn 1996-1944
publishDate 2018-12-01
description A new type of soft actuator was developed by using hydrogel materials and three-dimensional (3D) printing technology, attracting the attention of researchers in the soft robotics field. Due to parametric uncertainties of such actuators, which originate in both a custom design nature of 3D printing as well as time and voltage variant characteristics of polyelectrolyte actuators, a sophisticated model to estimate their behaviour is required. This paper presents a practical modeling approach for the deflection of a 3D printed soft actuator. The suggested model is composed of electrical and mechanical dynamic models while the earlier version describes the actuator as a resistive-capacitive (RC) circuit. The latter model relates the ionic charges to the bending of an actuator. The experimental results were acquired to estimate the transfer function parameters of the developed model incorporating Takagi-Sugeno (T-S) fuzzy sets. The proposed model was successful in estimating the end-point trajectory of the actuator, especially in response to a broad range of input voltage variation. With some modifications in the electromechanical aspects of the model, the proposed modelling method can be used with other 3D printed soft actuators.
topic modeling
soft actuator
soft robot
3D print
url http://www.mdpi.com/1996-1944/12/1/71
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