Modeling and Control of Adjustable Articulated Parallel Compliant Actuation Arrangements in Articulated Robots

Considerable advances in robotic actuation technology have been made in recent years. Particularly the use of compliance has increased, both as series elastic elements as well as in parallel to the main actuation drives. This work focuses on the model formulation and control of compliant actuation s...

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Main Author: Wesley Roozing
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-02-01
Series:Frontiers in Robotics and AI
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/frobt.2018.00004/full
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author Wesley Roozing
author_facet Wesley Roozing
author_sort Wesley Roozing
collection DOAJ
description Considerable advances in robotic actuation technology have been made in recent years. Particularly the use of compliance has increased, both as series elastic elements as well as in parallel to the main actuation drives. This work focuses on the model formulation and control of compliant actuation structures including multiple branches and multiarticulation, and significantly contributes by proposing an elegant modular formulation that describes the energy exchange between the compliant elements and articulated multibody robot dynamics using the concept of power flows, and a single matrix that describes the entire actuation topology. Using this formulation, a novel gradient descent based control law is derived for torque control of compliant actuation structures with adjustable pretension, with proven convexity for arbitrary actuation topologies. Extensions toward handling unidirectionality of elastic elements and joint motion compensation are also presented. A simulation study is performed on a 3-DoF leg model, where series-elastic main drives are augmented by parallel elastic tendons with adjustable pretension. Two actuation topologies are considered, one of which includes a biarticulated tendon. The data demonstrate the effectiveness of the proposed modeling and control methods. Furthermore, it is shown the biarticulated topology provides significant benefits over the monoarticulated arrangement.
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spelling doaj.art-bc290d55477642d09df9de79b5de8f992022-12-21T23:38:09ZengFrontiers Media S.A.Frontiers in Robotics and AI2296-91442018-02-01510.3389/frobt.2018.00004331507Modeling and Control of Adjustable Articulated Parallel Compliant Actuation Arrangements in Articulated RobotsWesley Roozing0Department of Advanced Robotics, (Fondazione) Istituto Italiano di Tecnologia, Genova, ItalyConsiderable advances in robotic actuation technology have been made in recent years. Particularly the use of compliance has increased, both as series elastic elements as well as in parallel to the main actuation drives. This work focuses on the model formulation and control of compliant actuation structures including multiple branches and multiarticulation, and significantly contributes by proposing an elegant modular formulation that describes the energy exchange between the compliant elements and articulated multibody robot dynamics using the concept of power flows, and a single matrix that describes the entire actuation topology. Using this formulation, a novel gradient descent based control law is derived for torque control of compliant actuation structures with adjustable pretension, with proven convexity for arbitrary actuation topologies. Extensions toward handling unidirectionality of elastic elements and joint motion compensation are also presented. A simulation study is performed on a 3-DoF leg model, where series-elastic main drives are augmented by parallel elastic tendons with adjustable pretension. Two actuation topologies are considered, one of which includes a biarticulated tendon. The data demonstrate the effectiveness of the proposed modeling and control methods. Furthermore, it is shown the biarticulated topology provides significant benefits over the monoarticulated arrangement.http://journal.frontiersin.org/article/10.3389/frobt.2018.00004/fullcompliant jointsforce/torque controlseries-parallel elastic actuationenergy efficient actuationarticulated robots
spellingShingle Wesley Roozing
Modeling and Control of Adjustable Articulated Parallel Compliant Actuation Arrangements in Articulated Robots
Frontiers in Robotics and AI
compliant joints
force/torque control
series-parallel elastic actuation
energy efficient actuation
articulated robots
title Modeling and Control of Adjustable Articulated Parallel Compliant Actuation Arrangements in Articulated Robots
title_full Modeling and Control of Adjustable Articulated Parallel Compliant Actuation Arrangements in Articulated Robots
title_fullStr Modeling and Control of Adjustable Articulated Parallel Compliant Actuation Arrangements in Articulated Robots
title_full_unstemmed Modeling and Control of Adjustable Articulated Parallel Compliant Actuation Arrangements in Articulated Robots
title_short Modeling and Control of Adjustable Articulated Parallel Compliant Actuation Arrangements in Articulated Robots
title_sort modeling and control of adjustable articulated parallel compliant actuation arrangements in articulated robots
topic compliant joints
force/torque control
series-parallel elastic actuation
energy efficient actuation
articulated robots
url http://journal.frontiersin.org/article/10.3389/frobt.2018.00004/full
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