Adaptive Variable Parameter Impedance Control for Apple Harvesting Robot Compliant Picking

In order to reduce the damage of apple harvesting robot to fruits and achieve compliant picking, an adaptive variable parameter impedance control method for apple harvesting robot compliant picking is proposed in this paper. Firstly, the Burgers viscoelastic model is used to characterize the rheolog...

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Main Authors: Ji Wei, Ding Yi, Xu Bo, Chen Guangyu, Zhao Dean
Format: Article
Language:English
Published: Hindawi-Wiley 2020-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2020/4812657
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spelling doaj-841fa244e1354c2ca5fdbc2567ddde9a2020-11-25T02:04:12ZengHindawi-WileyComplexity1076-27871099-05262020-01-01202010.1155/2020/48126574812657Adaptive Variable Parameter Impedance Control for Apple Harvesting Robot Compliant PickingJi Wei0Ding Yi1Xu Bo2Chen Guangyu3Zhao Dean4School of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, ChinaSchool of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, ChinaSchool of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, ChinaSchool of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, ChinaSchool of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, ChinaIn order to reduce the damage of apple harvesting robot to fruits and achieve compliant picking, an adaptive variable parameter impedance control method for apple harvesting robot compliant picking is proposed in this paper. Firstly, the Burgers viscoelastic model is used to characterize the rheological properties of apples and study the variation of mechanical properties of apple grasping at different speeds. Then, a force-based impedance control system is designed. On this basis, aiming at the influence of impedance controller parameters on contact force, three impedance parameters self-tuning functions are constructed to complete the design of an improved force-based impedance control system based on the hyperbolic secant function. The simulation and experimental results show that the proposed control makes the desired force smoother, and its overshoot is about 2.3%. The response speed is faster, and the adjustment time of contact force is shorter of about 0.48 s. The contact force overshoot is about 2%, which is 37.5% less than that of the traditional force-based impedance control. This research improves the control performance for apple harvesting robot compliant picking.http://dx.doi.org/10.1155/2020/4812657
collection DOAJ
language English
format Article
sources DOAJ
author Ji Wei
Ding Yi
Xu Bo
Chen Guangyu
Zhao Dean
spellingShingle Ji Wei
Ding Yi
Xu Bo
Chen Guangyu
Zhao Dean
Adaptive Variable Parameter Impedance Control for Apple Harvesting Robot Compliant Picking
Complexity
author_facet Ji Wei
Ding Yi
Xu Bo
Chen Guangyu
Zhao Dean
author_sort Ji Wei
title Adaptive Variable Parameter Impedance Control for Apple Harvesting Robot Compliant Picking
title_short Adaptive Variable Parameter Impedance Control for Apple Harvesting Robot Compliant Picking
title_full Adaptive Variable Parameter Impedance Control for Apple Harvesting Robot Compliant Picking
title_fullStr Adaptive Variable Parameter Impedance Control for Apple Harvesting Robot Compliant Picking
title_full_unstemmed Adaptive Variable Parameter Impedance Control for Apple Harvesting Robot Compliant Picking
title_sort adaptive variable parameter impedance control for apple harvesting robot compliant picking
publisher Hindawi-Wiley
series Complexity
issn 1076-2787
1099-0526
publishDate 2020-01-01
description In order to reduce the damage of apple harvesting robot to fruits and achieve compliant picking, an adaptive variable parameter impedance control method for apple harvesting robot compliant picking is proposed in this paper. Firstly, the Burgers viscoelastic model is used to characterize the rheological properties of apples and study the variation of mechanical properties of apple grasping at different speeds. Then, a force-based impedance control system is designed. On this basis, aiming at the influence of impedance controller parameters on contact force, three impedance parameters self-tuning functions are constructed to complete the design of an improved force-based impedance control system based on the hyperbolic secant function. The simulation and experimental results show that the proposed control makes the desired force smoother, and its overshoot is about 2.3%. The response speed is faster, and the adjustment time of contact force is shorter of about 0.48 s. The contact force overshoot is about 2%, which is 37.5% less than that of the traditional force-based impedance control. This research improves the control performance for apple harvesting robot compliant picking.
url http://dx.doi.org/10.1155/2020/4812657
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AT dingyi adaptivevariableparameterimpedancecontrolforappleharvestingrobotcompliantpicking
AT xubo adaptivevariableparameterimpedancecontrolforappleharvestingrobotcompliantpicking
AT chenguangyu adaptivevariableparameterimpedancecontrolforappleharvestingrobotcompliantpicking
AT zhaodean adaptivevariableparameterimpedancecontrolforappleharvestingrobotcompliantpicking
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