Computational Studies on Interactions between Robot Leg and Deformable Terrain

Dynamic interactions with soft terrain occur in many natural and engineering systems. These events are usually associated with large deformations and plastic flows, which generate unique challenges for grid-based techniques because of local grid distortions. To overcome this issue, the application o...

Full description

Saved in:
Bibliographic Details
Published inProcedia engineering Vol. 199; pp. 2439 - 2444
Main Authors Wang, Guanjin, Riaz, Amir, Balachandran, Balakumar
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 2017
Subjects
Online AccessGet full text
ISSN1877-7058
1877-7058
DOI10.1016/j.proeng.2017.09.376

Cover

Abstract Dynamic interactions with soft terrain occur in many natural and engineering systems. These events are usually associated with large deformations and plastic flows, which generate unique challenges for grid-based techniques because of local grid distortions. To overcome this issue, the application of Smooth Particle Hydrodynamics (SPH) method is first extended by the authors to the field of terradynamics, in particular, the continuum simulation of legged locomotion on soft soil media. Soil models with and without consideration of plastic failure are introduced to capture the behavior of loose and dense soil terrain. In one of the models considered for legged locomotion, a pendulum model is used to study a swinging mode. Locomotive interactions across different frequencies are introduced to realize quasi-static deformations and rapid collisional flow phenomena. The results obtained from numerical studies reveal that the soil behavior during locomotive interactions can be realistically simulated with the SPH framework. Compared with a dense soil terrain, a loose soil terrain has better characteristics of energy storage and dissipation. These findings can be helpful for understanding possibilities for robot navigation and exploration in unknown and complex terrains.
AbstractList Dynamic interactions with soft terrain occur in many natural and engineering systems. These events are usually associated with large deformations and plastic flows, which generate unique challenges for grid-based techniques because of local grid distortions. To overcome this issue, the application of Smooth Particle Hydrodynamics (SPH) method is first extended by the authors to the field of terradynamics, in particular, the continuum simulation of legged locomotion on soft soil media. Soil models with and without consideration of plastic failure are introduced to capture the behavior of loose and dense soil terrain. In one of the models considered for legged locomotion, a pendulum model is used to study a swinging mode. Locomotive interactions across different frequencies are introduced to realize quasi-static deformations and rapid collisional flow phenomena. The results obtained from numerical studies reveal that the soil behavior during locomotive interactions can be realistically simulated with the SPH framework. Compared with a dense soil terrain, a loose soil terrain has better characteristics of energy storage and dissipation. These findings can be helpful for understanding possibilities for robot navigation and exploration in unknown and complex terrains.
Author Riaz, Amir
Wang, Guanjin
Balachandran, Balakumar
Author_xml – sequence: 1
  givenname: Guanjin
  surname: Wang
  fullname: Wang, Guanjin
  email: gjwang@umd.edu
  organization: Department of Mechanical Engineering, University of Marylalnd, College Park, MD20742, USA
– sequence: 2
  givenname: Amir
  surname: Riaz
  fullname: Riaz, Amir
  organization: Department of Mechanical Engineering, University of Marylalnd, College Park, MD20742, USA
– sequence: 3
  givenname: Balakumar
  surname: Balachandran
  fullname: Balachandran, Balakumar
  organization: Department of Mechanical Engineering, University of Marylalnd, College Park, MD20742, USA
BookMark eNqFkFFLwzAQx4NMcM59Ax_yBVqTtmkbHwSZTgdDQedzSNLryOiSkWSK396W-iA-6L3cwfE77v87RxPrLCB0SUlKCS2vdunBO7DbNCO0SglP86o8QVNaV1VSEVZPfsxnaB7CjgxVkYzRKXpauP3hGGU0zsoOv8ZjYyBgZ_HKRvBSD4uAFcQPAItfnHIRr2GLpW3wHbTO76XqAG_Ae2nsBTptZRdg_t1n6G15v1k8Juvnh9Xidp3onGUxaWpNgAI0TIMqOdOS91FYITNNSckUz6VqVcsVkYrXwDRnddFyXTFGoWhZPkPFeFd7F4KHVhy82Uv_KSgRgxaxE6MWMWgRhIteS49d_8K0GbPH_vvuP_hmhKEP9m7Ai6ANWA2N8aCjaJz5-8AXnFWEfw
CitedBy_id crossref_primary_10_1016_j_physleta_2021_127244
crossref_primary_10_1007_s41062_020_00405_9
crossref_primary_10_1007_s11440_019_00828_4
crossref_primary_10_1007_s11071_019_05407_6
Cites_doi 10.1038/nphys3568
10.1016/j.jterra.2013.10.003
10.1109/ROBOT.2010.5509217
10.1038/nmat4727
10.1142/5340
10.1126/science.1255718
10.1103/PhysRevLett.108.178301
10.1002/nag.688
10.1038/nature03805
10.1002/nme.4702
10.1126/science.1229163
10.1016/j.jterra.2011.01.001
10.1073/pnas.1219153110
ContentType Journal Article
Copyright 2017
Copyright_xml – notice: 2017
DBID 6I.
AAFTH
AAYXX
CITATION
DOI 10.1016/j.proeng.2017.09.376
DatabaseName ScienceDirect Open Access Titles
Elsevier:ScienceDirect:Open Access
CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1877-7058
EndPage 2444
ExternalDocumentID 10_1016_j_proeng_2017_09_376
S1877705817338663
GroupedDBID --K
0R~
0SF
1B1
4.4
457
5VS
6I.
71M
AACTN
AAEDT
AAEDW
AAFTH
AAFWJ
AAIKJ
AALRI
AAQFI
AAXUO
ABMAC
ACGFS
ADBBV
ADEZE
ADMUD
AEXQZ
AFTJW
AGHFR
AITUG
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
E3Z
EBS
EJD
EP3
FDB
FEDTE
FNPLU
HVGLF
HZ~
IXB
KQ8
M41
M~E
NCXOZ
O-L
O9-
OK1
OZT
P2P
RIG
ROL
SES
SSZ
XH2
AAYWO
AAYXX
ABWVN
ACRPL
ACVFH
ADCNI
ADNMO
ADVLN
AEUPX
AFPUW
AIGII
AKBMS
AKRWK
AKYEP
CITATION
ID FETCH-LOGICAL-c352t-d8c0e1eed5ceb695ca901654a2c1065b93abfbf9b0ab98e5c9584f9c7551e4f53
IEDL.DBID IXB
ISSN 1877-7058
IngestDate Thu Jul 03 08:27:05 EDT 2025
Thu Apr 24 23:01:00 EDT 2025
Fri Feb 23 02:32:08 EST 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Keywords continuum simulations
deformable terrain
legged locomotion
smooth particle hydrodynamics
Language English
License This is an open access article under the CC BY-NC-ND license.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c352t-d8c0e1eed5ceb695ca901654a2c1065b93abfbf9b0ab98e5c9584f9c7551e4f53
OpenAccessLink https://www.sciencedirect.com/science/article/pii/S1877705817338663
PageCount 6
ParticipantIDs crossref_primary_10_1016_j_proeng_2017_09_376
crossref_citationtrail_10_1016_j_proeng_2017_09_376
elsevier_sciencedirect_doi_10_1016_j_proeng_2017_09_376
PublicationCentury 2000
PublicationDate 2017
2017-00-00
PublicationDateYYYYMMDD 2017-01-01
PublicationDate_xml – year: 2017
  text: 2017
PublicationDecade 2010
PublicationTitle Procedia engineering
PublicationYear 2017
Publisher Elsevier Ltd
Publisher_xml – name: Elsevier Ltd
References G.R. Liu, M.B. Liu, Smoothed particle hydrodynamics: a meshfree particle method. World Scientific, 2003.
Bui, Fukagawa, Sako, Ohno (bib00014) 2008; 32
Guo, Zhao (bib00012) 2014; 99
Li, Zhang, Goldman (bib0008) 2013; 339
Meirion-Griffith, Matthew (bib0002) 2011; 2
Henann, Kamrin (bib0009) 2013; 110
Marvi, Gong, Gravish, Astley, Travers, Hatton, Mendelson, Choset, Hu, Goldman (bib0005) 2014; 346
M.G. Bekker, Introduction to terrain-vehicle systems, 1969.
Monaghan, Lattanzio (bib00015) 1985; 149
Kamrin, Koval (bib00010) 2012; 108
L. Ding, K. Nagatani, K. Sato, A.E.M. Vargas, K. Yoshida, H. Gao, Z. Deng, Terramechanics-based high-fidelity dynamics simulation for wheeled mobile robot on deformable rough terrain. In ICRA 2010, pp. 4922-4927.
H. Askari, K. Kamrin, Intrusion rheology in grains and other flowable materials. Nature Materials, 2016.
Majmudar, Behringer (bib00011) 2005; 435
J. Aguilar, D.I. Goldman, Robophysical study of jumping dynamics on granular media. Nature Physics, 2015.
Senatore, Iagnemma (bib0006) 2014; 51
Kamrin (10.1016/j.proeng.2017.09.376_bib00010) 2012; 108
Bui (10.1016/j.proeng.2017.09.376_bib00014) 2008; 32
Monaghan (10.1016/j.proeng.2017.09.376_bib00015) 1985; 149
Meirion-Griffith (10.1016/j.proeng.2017.09.376_bib0002) 2011; 2
Majmudar (10.1016/j.proeng.2017.09.376_bib00011) 2005; 435
Senatore (10.1016/j.proeng.2017.09.376_bib0006) 2014; 51
Marvi (10.1016/j.proeng.2017.09.376_bib0005) 2014; 346
10.1016/j.proeng.2017.09.376_bib0007
10.1016/j.proeng.2017.09.376_bib0004
10.1016/j.proeng.2017.09.376_bib0003
Li (10.1016/j.proeng.2017.09.376_bib0008) 2013; 339
10.1016/j.proeng.2017.09.376_bib00013
10.1016/j.proeng.2017.09.376_bib0001
Henann (10.1016/j.proeng.2017.09.376_bib0009) 2013; 110
Guo (10.1016/j.proeng.2017.09.376_bib00012) 2014; 99
References_xml – volume: 99
  start-page: 789
  year: 2014
  end-page: 818
  ident: bib00012
  article-title: A coupled FEM/DEM approach for hierarchical multiscale modelling of granular media
  publication-title: International Journal for Numerical Methods in Engineering
– volume: 108
  start-page: 178301
  year: 2012
  ident: bib00010
  article-title: Nonlocal constitutive relation for steady granular flow
  publication-title: Physical Review Letters
– volume: 51
  start-page: 1
  year: 2014
  end-page: 17
  ident: bib0006
  article-title: Analysis of stress distributions under lightweight wheeled vehicles
  publication-title: Journal of Terramechanics
– volume: 339
  start-page: 1408
  year: 2013
  end-page: 1412
  ident: bib0008
  article-title: A terradynamics of legged locomotion on granular media
  publication-title: Science
– volume: 435
  start-page: 1079
  year: 2005
  end-page: 1082
  ident: bib00011
  article-title: Contact force measurements and stress-induced anisotropy in granular materials
  publication-title: Nature
– volume: 2
  start-page: 149
  year: 2011
  end-page: 155
  ident: bib0002
  article-title: A modified pressuresinkage model for small, rigid wheels on deformable terrains
  publication-title: Journal of Terramechanics 48, no.
– volume: 346
  start-page: 224
  year: 2014
  end-page: 229
  ident: bib0005
  article-title: Sidewinding with minimal slip: Snake and robot ascent of sandy slopes
  publication-title: Science
– volume: 149
  start-page: 135
  year: 1985
  end-page: 143
  ident: bib00015
  article-title: A refined particle method for astrophysical problems
  publication-title: Astronomy and astrophysics
– reference: M.G. Bekker, Introduction to terrain-vehicle systems, 1969.
– volume: 32
  start-page: 1537
  year: 2008
  end-page: 1570
  ident: bib00014
  article-title: Lagrangian meshfree particles method (SPH) for large deformation and failure flows of geomaterial using elasticplastic soil constitutive model
  publication-title: International Journal for Numerical and Analytical Methods in Geomechanics
– reference: H. Askari, K. Kamrin, Intrusion rheology in grains and other flowable materials. Nature Materials, 2016.
– reference: L. Ding, K. Nagatani, K. Sato, A.E.M. Vargas, K. Yoshida, H. Gao, Z. Deng, Terramechanics-based high-fidelity dynamics simulation for wheeled mobile robot on deformable rough terrain. In ICRA 2010, pp. 4922-4927.
– reference: G.R. Liu, M.B. Liu, Smoothed particle hydrodynamics: a meshfree particle method. World Scientific, 2003.
– volume: 110
  start-page: 6730
  year: 2013
  end-page: 6735
  ident: bib0009
  article-title: A predictive, size-dependent continuum model for dense granular flows
  publication-title: Proceedings of the National Academy of Sciences
– reference: J. Aguilar, D.I. Goldman, Robophysical study of jumping dynamics on granular media. Nature Physics, 2015.
– ident: 10.1016/j.proeng.2017.09.376_bib0004
  doi: 10.1038/nphys3568
– volume: 51
  start-page: 1
  year: 2014
  ident: 10.1016/j.proeng.2017.09.376_bib0006
  article-title: Analysis of stress distributions under lightweight wheeled vehicles
  publication-title: Journal of Terramechanics
  doi: 10.1016/j.jterra.2013.10.003
– ident: 10.1016/j.proeng.2017.09.376_bib0007
  doi: 10.1109/ROBOT.2010.5509217
– ident: 10.1016/j.proeng.2017.09.376_bib0003
  doi: 10.1038/nmat4727
– ident: 10.1016/j.proeng.2017.09.376_bib00013
  doi: 10.1142/5340
– volume: 346
  start-page: 224
  issue: 6206
  year: 2014
  ident: 10.1016/j.proeng.2017.09.376_bib0005
  article-title: Sidewinding with minimal slip: Snake and robot ascent of sandy slopes
  publication-title: Science
  doi: 10.1126/science.1255718
– volume: 108
  start-page: 178301
  issue: 17
  year: 2012
  ident: 10.1016/j.proeng.2017.09.376_bib00010
  article-title: Nonlocal constitutive relation for steady granular flow
  publication-title: Physical Review Letters
  doi: 10.1103/PhysRevLett.108.178301
– ident: 10.1016/j.proeng.2017.09.376_bib0001
– volume: 32
  start-page: 1537
  issue: 12
  year: 2008
  ident: 10.1016/j.proeng.2017.09.376_bib00014
  article-title: Lagrangian meshfree particles method (SPH) for large deformation and failure flows of geomaterial using elasticplastic soil constitutive model
  publication-title: International Journal for Numerical and Analytical Methods in Geomechanics
  doi: 10.1002/nag.688
– volume: 435
  start-page: 1079
  issue: 7045
  year: 2005
  ident: 10.1016/j.proeng.2017.09.376_bib00011
  article-title: Contact force measurements and stress-induced anisotropy in granular materials
  publication-title: Nature
  doi: 10.1038/nature03805
– volume: 99
  start-page: 789
  issue: 11
  year: 2014
  ident: 10.1016/j.proeng.2017.09.376_bib00012
  article-title: A coupled FEM/DEM approach for hierarchical multiscale modelling of granular media
  publication-title: International Journal for Numerical Methods in Engineering
  doi: 10.1002/nme.4702
– volume: 339
  start-page: 1408
  issue: 6126
  year: 2013
  ident: 10.1016/j.proeng.2017.09.376_bib0008
  article-title: A terradynamics of legged locomotion on granular media
  publication-title: Science
  doi: 10.1126/science.1229163
– volume: 2
  start-page: 149
  year: 2011
  ident: 10.1016/j.proeng.2017.09.376_bib0002
  article-title: A modified pressuresinkage model for small, rigid wheels on deformable terrains
  publication-title: Journal of Terramechanics 48, no.
  doi: 10.1016/j.jterra.2011.01.001
– volume: 149
  start-page: 135
  year: 1985
  ident: 10.1016/j.proeng.2017.09.376_bib00015
  article-title: A refined particle method for astrophysical problems
  publication-title: Astronomy and astrophysics
– volume: 110
  start-page: 6730
  issue: 17
  year: 2013
  ident: 10.1016/j.proeng.2017.09.376_bib0009
  article-title: A predictive, size-dependent continuum model for dense granular flows
  publication-title: Proceedings of the National Academy of Sciences
  doi: 10.1073/pnas.1219153110
SSID ssj0000070251
Score 2.0892522
Snippet Dynamic interactions with soft terrain occur in many natural and engineering systems. These events are usually associated with large deformations and plastic...
SourceID crossref
elsevier
SourceType Enrichment Source
Index Database
Publisher
StartPage 2439
SubjectTerms continuum simulations
deformable terrain
legged locomotion
smooth particle hydrodynamics
Title Computational Studies on Interactions between Robot Leg and Deformable Terrain
URI https://dx.doi.org/10.1016/j.proeng.2017.09.376
Volume 199
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3NS8MwFA_Dkx7ET5xf5OA1rF9pk6POjSFuB91gt5CkL2My2jHr1b_dpE3HBFHwUmjpg_IjvK--3-8hdCcjCJkt_0lipC1QwKSEJZIRGRiZsijWYU0XG0_S0Sx5mtN5B_VbLowbq_S-v_Hptbf2T3oezd56uey9hk7KLqAszGyZZQOn9cOOVepIfPOHbZ_F6dlE9RZG9z5xBi2Drh7zsn4KioWb8cqc4GnsxEd-ilA7UWd4hA59uojvmy86Rh0oTtDBjojgKZo0ixl8Uw_7wUBcFrju9jXEhXfsB7LwS6nKCj_DAssix49QJ61qBXgKG7cu4gzNhoNpf0T8lgSibfJUkZzpAEIb6qgGlXKqJa8pSjLSttyjisdSGWW4CqTiDKjmNucwXGc2V4LE0Pgc7RVlARcIp4a7v4SQy8gkMYQyzzQLJAWZaRPErIviFhmhvYS422SxEu2s2Jto8BQOTxFwYfHsIrK1WjcSGn-8n7Wgi29HQVgv_6vl5b8tr9C-u2t6K9dor9p8wI3NNip1Wx8nex1_Dr4ArCbVgw
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LSwMxEA61HtSD-MT6zMHr0n1vctRqabXtQVvoLSTppFTKbqnr_zfJZqWCKHjd3YHwEWa-mZ35BqFbHkJAdPrvxYrrBAVU6pGYE4_7iqckjGRgx8WGo7Q3iZ-mybSBOvUsjGmrdL6_8unWW7snbYdme7VYtF8DI2XnJyTIdJqlA-cW2tZsIDUC-v3p_VehxQjahHYNozHwjEU9Qmf7vLSjgnxumrwyo3gaGfWRn0LURtjpHqB9xxfxXXWkQ9SA_AjtbagIHqNRtZnBVfWw6wzERY5tua-aXHjHriMLvxSiKPEA5pjnM_wAlrWKJeAxrM2-iBM06T6OOz3PrUnwpGZPpTcj0odAx7pEgkhpIjm1M0o8lDrfSwSNuFBCUeFzQQkkkmrSoajMNFmCWCXRKWrmRQ5nCKeKmt-EMOOhiiMI-CyTxOcJ8EwqPyItFNXIMOk0xM0qiyWrm8XeWIUnM3gynzKNZwt5X1arSkPjj--zGnT27S4w7eZ_tTz_t-UN2umNhwM26I-eL9CueVMVWi5Rs1x_wJWmHqW4tlfrE3JM13Y
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Computational+Studies+on+Interactions+between+Robot+Leg+and+Deformable+Terrain&rft.jtitle=Procedia+engineering&rft.au=Wang%2C+Guanjin&rft.au=Riaz%2C+Amir&rft.au=Balachandran%2C+Balakumar&rft.date=2017&rft.issn=1877-7058&rft.eissn=1877-7058&rft.volume=199&rft.spage=2439&rft.epage=2444&rft_id=info:doi/10.1016%2Fj.proeng.2017.09.376&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_proeng_2017_09_376
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1877-7058&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1877-7058&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1877-7058&client=summon