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Singularity Closeness of Stewart-Gough Platforms

Singularity Closeness of Stewart-Gough Platforms

Georg Nawratil (ORCID: 0000-0001-8639-9064)
  • Grant DOI 10.55776/P30855
  • Funding program Principal Investigator Projects
  • Status ended
  • Start June 28, 2018
  • End December 27, 2022
  • Funding amount € 192,775
  • Project website

Disciplines

Electrical Engineering, Electronics, Information Engineering (20%); Mathematics (80%)

Keywords

    Stewart-Gough Platform, Closeness, Singularity, Distance Measure, Distance Field, Homotopy Continuation

Abstract Final report

This project is devoted to the evaluation of singularity closeness of Stewart-Gough (SG) platforms. To recall, a SG platform is a parallel manipulator, consisting of a moving platform, which is connected via six spherical-prismatic-spherical legs with the base, where only the prismatic joints are active. The number of applications of SG manipulators, ranging from medical surgery to astronomy, has increased enormously during the last decades due to their advantages of high speed, stiffness, accuracy, load/weight ratio, etc. One of the drawbacks of these parallel robots are their singular configurations, where the manipulator is shaky while all leg lengths are fixed. As a consequence the actuator forces can become very large, which may result in a breakdown of the mechanism. Therefore singularities have to be avoided. This reasons the high interest of the kinematic/robotic community in evaluating the singularity closeness of SG platforms, but geometric meaningful distance measures for this task are still missing. The research project closes this gap. Based on object-oriented metrics we define geometric meaningful distance measures evaluating the distance of a given SG configuration to the next singular configuration, SG design to the next architecturally singular design, where the term architecture singular is used for SG platforms, which are singular in every possible configuration. The computation of these distances is based on the homotopy continuation method using the software Bertini. Moreover the project aims to determine central configurations and designs of SG manipulators used in praxis, which are optimal with respect to these distance measures. As the proposed distances to the next singular configuration can be interpreted as radii of guaranteed singularity-free hyperspheres centered in the given configuration, they are also of interest for path-planning. In this context we study the computation of a distance field on a grid, which is a fair discretization of the 6- dimensional robot-workspace. It should be noted that the favored distance measures have a clear physical meaning for the manipulator, which is very important for their acceptance by mechanical/constructional engineers. As this research project has great potential for practical applications, we expect a big impact, which will be improved by our dissemination strategy to put all codes (including short documentations) on an online repository. The submitted project will be conducted at the Center for Geometry and Computational Design of the Vienna University of Technology, under the guidance of Georg Nawratil, who conceived and formulated all parts of the project proposal.

This project was devoted to the evaluation of singularity closeness of parallel manipulators of Stewart-Gough (SG) type. This term summarizes mechanisms, where the moving platform is connected to the base by a certain number of active prismatic (P) legs according to the robot's degree of freedom. For planar structures the legs are anchored by passive revolute (R) joints and for spatial ones by passive spherical (S) joints. One of the drawbacks of these parallel robots are their singular configurations, where the manipulator is shaky while all leg lengths are fixed. As a consequence the actuator forces can become very large, which may result in a breakdown of the mechanism. Therefore singularities have to be avoided. This also reasons the high interest of the kinematic/robotic community in the evaluation of the singularity closeness, but geometric meaningful distance measures for this task were missing. The aim of this research project was to close this gap by defining such metrics for evaluating the distance of a given configuration to the next singular configuration, design to the next architecturally singular design, where the term "architecture singular" is used for manipulators, which are singular in every possible configuration. To do so, we considered parallel manipulators of SG type as pin-jointed body-bar frameworks. By defining the combinatorial structure as well as the intrinsic metric (lengths of the bars and the shapes of the bodies), the inner geometry of the framework is fixed. But in general, this assignment does not uniquely determine the embedding of the framework into the Euclidean space, thus different incongruent realizations exist. Based on this point of view one can distinguish the following two kinds of metrics: Intrinsic metrics: The distance to the singularity is measured based on the inner metric of the manipulator. Extrinsic metrics: The distance to the singularity is measured based on the metric of the embedding space. Originally it was planned to use only extrinsic metrics to measure the distance between two configurations, but we extended the methodology also to intrinsic metrics motivated by our study of snapping realizations, which yield shakiness in the limiting case. While the worked-out theory holds in great generality for pin-jointed body-bar frameworks, we focused for the proof of the concept on the simplest parallel manipulators of SG type, which are planar 3-RPR robots. The proof of concept for computing the distance to the closest architectural singular design was done for linear pentapods (5-SPS manipulators with linear platform) as in this way we were able to compare our results with the only existing index of this kind mentioned in the literature so far. This distance was computed - as initially planned - just with respect to an extrinsic metric.

Research institution(s)
  • Technische Universität Wien - 100%
International project participants
  • Daniel Bates, Colorado State University at Fort Collins - USA
  • Jonathan Hauenstein, University of Notre Dame - USA

Research Output

  • 45 Citations
  • 25 Publications
  • 3 Disseminations
  • 1 Scientific Awards
Publications
  • 2024
    Title Singularity distance computations for 3-RPR manipulators using intrinsic metrics
    DOI 10.1016/j.cagd.2024.102343
    Type Journal Article
    Author Kapilavai A
    Journal Computer Aided Geometric Design
  • 2025
    Title Architecture Singularity Distance Computations for Linear Pentapods
    DOI 10.1115/1.4065789
    Type Journal Article
    Author Kapilavai A
    Journal Journal of Mechanisms and Robotics
  • 2024
    Title Singularity Distance Computation of Parallel Manipulators of Stewart-Gough Type
    Type PhD Thesis
    Author Aditya Kapilavai
  • 2024
    Title Singularity distance computations for 3-RPR manipulators using extrinsic metrics
    DOI 10.1016/j.mechmachtheory.2024.105595
    Type Journal Article
    Author Kapilavai A
    Journal Mechanism and Machine Theory
  • 2019
    Title Variational Path Optimization of Linear Pentapods with a Simple Singularity Variety
    DOI 10.48550/arxiv.1910.04810
    Type Preprint
    Author Rasoulzadeh A
  • 2020
    Title Variational path optimization of linear pentapods with a simple singularity variety
    DOI 10.1016/j.mechmachtheory.2020.104002
    Type Journal Article
    Author Rasoulzadeh A
    Journal Mechanism and Machine Theory
    Pages 104002
    Link Publication
  • 2020
    Title On Homotopy Continuation Based Singularity Distance Computations for 3-RPR Manipulators
    DOI 10.1007/978-3-030-55061-5_8
    Type Book Chapter
    Author Kapilavai A
    Publisher Springer Nature
    Pages 56-64
  • 2020
    Title Evaluating the Snappability of Bar-Joint Frameworks
    DOI 10.1007/978-3-030-50975-0_23
    Type Book Chapter
    Author Nawratil G
    Publisher Springer Nature
    Pages 182-189
  • 2020
    Title On homotopy continuation based singularity distance computations for 3-RPR manipulators
    DOI 10.48550/arxiv.2004.08359
    Type Preprint
    Author Kapilavai A
  • 2019
    Title Singularity Distance for Parallel Manipulators of Stewart Gough Type
    DOI 10.1007/978-3-030-20131-9_26
    Type Book Chapter
    Author Nawratil G
    Publisher Springer Nature
    Pages 259-268
  • 2023
    Title Architecture Singularity Distance Computations for Linear Pentapods
    DOI 10.48550/arxiv.2312.09160
    Type Preprint
    Author Kapilavai A
    Link Publication
  • 2021
    Title Metrics for distance computation between 3-RPR configurations
    DOI 10.17185/duepublico/74051
    Type Other
    Author Kapilavai A
    Link Publication
  • 2021
    Title Kraftschlussbasierte geometrische Kalibrierung von Industrierobotern
    DOI 10.17185/duepublico/74041
    Type Other
    Author Gadringer S
    Link Publication
  • 2020
    Title On the snappability and singularity-distance of frameworks with bars and triangular plates
    DOI 10.48550/arxiv.2003.09904
    Type Preprint
    Author Nawratil G
  • 2022
    Title On Origami-Like Quasi-mechanisms with an Antiprismatic Skeleton
    DOI 10.1007/978-3-031-08140-8_2
    Type Book Chapter
    Author Nawratil G
    Publisher Springer Nature
    Pages 13-21
  • 2022
    Title Multi-stable design of triangulated origami structures on cones of revolution
    DOI 10.1016/j.cagd.2022.102105
    Type Journal Article
    Author Nawratil G
    Journal Computer Aided Geometric Design
    Pages 102105
    Link Publication
  • 2023
    Title Origami-like quasi-mechanisms with an antiprismatic skeleton
    DOI 10.1016/j.mechmachtheory.2022.105214
    Type Journal Article
    Author Nawratil G
    Journal Mechanism and Machine Theory
  • 2023
    Title Singularity Distance Computations for 3-Rpr Manipulators Using Extrinsicmetrics
    DOI 10.2139/ssrn.4662822
    Type Preprint
    Author Kapilavai A
  • 2023
    Title Singularity Distance Computations for 3-Rpr Manipulators Using Extrinsic Metrics
    DOI 10.2139/ssrn.4581415
    Type Preprint
    Author Kapilavai A
  • 2023
    Title Singularity Distance Computations for 3-Rpr Manipulators Using Extrinsic Metrics
    DOI 10.2139/ssrn.4474985
    Type Preprint
    Author Kapilavai A
  • 2021
    Title On the Snappability and Singularity-Distance of Frameworks with Bars and Triangular Plates
    DOI 10.1007/978-3-030-91352-6_15
    Type Book Chapter
    Author Nawratil G
    Publisher Springer Nature
    Pages 144-152
  • 2021
    Title On origami-like quasi-mechanisms with an antiprismatic skeleton
    DOI 10.48550/arxiv.2108.01950
    Type Preprint
    Author Nawratil G
  • 2021
    Title Multi-stable design of triangulated origami structures on cones of revolution
    DOI 10.48550/arxiv.2110.10986
    Type Preprint
    Author Nawratil G
  • 2022
    Title Snappability and singularity-distance of pin-jointed body-bar frameworks
    DOI 10.1016/j.mechmachtheory.2021.104510
    Type Journal Article
    Author Nawratil G
    Journal Mechanism and Machine Theory
    Pages 104510
    Link Publication
  • 2020
    Title Evaluating the snappability of bar-joint frameworks
    DOI 10.48550/arxiv.2001.04430
    Type Preprint
    Author Nawratil G
Disseminations
  • 2019 Link
    Title Organizer of the Minisymposium "Kinematics and Robotics" at the "Conference on Geometry: Theory and Applications"
    Type Participation in an activity, workshop or similar
    Link Link
  • 2021 Link
    Title TUForMath Public Talk
    Type A talk or presentation
    Link Link
  • 2018 Link
    Title Co-organizer of the Workshop "Rigidity and Flexibility of Geometric Structures"
    Type Participation in an activity, workshop or similar
    Link Link
Scientific Awards
  • 2022
    Title 3rd Best Paper Award at the 18th International Symposium on Advances in Robot Kinematics
    Type Research prize
    Level of Recognition Continental/International

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