What makes an accurate and reliable subject-specific finite element model? A case study of an elephant femur
Finite element modelling is well entrenched in comparative vertebrate biomechanics as a tool to assess the mechanical design of skeletal structures and to better comprehend the complex interaction of their form–function relationships. But what makes a reliable subject-specific finite element model?...
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Published in | Journal of the Royal Society interface Vol. 9; no. 67; pp. 351 - 361 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
England
The Royal Society
07.02.2012
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Subjects | |
Online Access | Get full text |
ISSN | 1742-5689 1742-5662 1742-5662 |
DOI | 10.1098/rsif.2011.0323 |
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Abstract | Finite element modelling is well entrenched in comparative vertebrate biomechanics as a tool to assess the mechanical design of skeletal structures and to better comprehend the complex interaction of their form–function relationships. But what makes a reliable subject-specific finite element model? To approach this question, we here present a set of convergence and sensitivity analyses and a validation study as an example, for finite element analysis (FEA) in general, of ways to ensure a reliable model. We detail how choices of element size, type and material properties in FEA influence the results of simulations. We also present an empirical model for estimating heterogeneous material properties throughout an elephant femur (but of broad applicability to FEA). We then use an ex vivo experimental validation test of a cadaveric femur to check our FEA results and find that the heterogeneous model matches the experimental results extremely well, and far better than the homogeneous model. We emphasize how considering heterogeneous material properties in FEA may be critical, so this should become standard practice in comparative FEA studies along with convergence analyses, consideration of element size, type and experimental validation. These steps may be required to obtain accurate models and derive reliable conclusions from them. |
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AbstractList | Finite element modelling is well entrenched in comparative vertebrate biomechanics as a tool to assess the mechanical design of skeletal structures and to better comprehend the complex interaction of their form–function relationships. But what makes a reliable subject-specific finite element model? To approach this question, we here present a set of convergence and sensitivity analyses and a validation study as an example, for finite element analysis (FEA) in general, of ways to ensure a reliable model. We detail how choices of element size, type and material properties in FEA influence the results of simulations. We also present an empirical model for estimating heterogeneous material properties throughout an elephant femur (but of broad applicability to FEA). We then use an
ex vivo
experimental validation test of a cadaveric femur to check our FEA results and find that the heterogeneous model matches the experimental results extremely well, and far better than the homogeneous model. We emphasize how considering heterogeneous material properties in FEA may be critical, so this should become standard practice in comparative FEA studies along with convergence analyses, consideration of element size, type and experimental validation. These steps may be required to obtain accurate models and derive reliable conclusions from them. Finite element modelling is well entrenched in comparative vertebrate biomechanics as a tool to assess the mechanical design of skeletal structures and to better comprehend the complex interaction of their form–function relationships. But what makes a reliable subject-specific finite element model? To approach this question, we here present a set of convergence and sensitivity analyses and a validation study as an example, for finite element analysis (FEA) in general, of ways to ensure a reliable model. We detail how choices of element size, type and material properties in FEA influence the results of simulations. We also present an empirical model for estimating heterogeneous material properties throughout an elephant femur (but of broad applicability to FEA). We then use an ex vivo experimental validation test of a cadaveric femur to check our FEA results and find that the heterogeneous model matches the experimental results extremely well, and far better than the homogeneous model. We emphasize how considering heterogeneous material properties in FEA may be critical, so this should become standard practice in comparative FEA studies along with convergence analyses, consideration of element size, type and experimental validation. These steps may be required to obtain accurate models and derive reliable conclusions from them. Finite element modelling is well entrenched in comparative vertebrate biomechanics as a tool to assess the mechanical design of skeletal structures and to better comprehend the complex interaction of their form-function relationships. But what makes a reliable subject-specific finite element model? To approach this question, we here present a set of convergence and sensitivity analyses and a validation study as an example, for finite element analysis (FEA) in general, of ways to ensure a reliable model. We detail how choices of element size, type and material properties in FEA influence the results of simulations. We also present an empirical model for estimating heterogeneous material properties throughout an elephant femur (but of broad applicability to FEA). We then use an ex vivo experimental validation test of a cadaveric femur to check our FEA results and find that the heterogeneous model matches the experimental results extremely well, and far better than the homogeneous model. We emphasize how considering heterogeneous material properties in FEA may be critical, so this should become standard practice in comparative FEA studies along with convergence analyses, consideration of element size, type and experimental validation. These steps may be required to obtain accurate models and derive reliable conclusions from them.Finite element modelling is well entrenched in comparative vertebrate biomechanics as a tool to assess the mechanical design of skeletal structures and to better comprehend the complex interaction of their form-function relationships. But what makes a reliable subject-specific finite element model? To approach this question, we here present a set of convergence and sensitivity analyses and a validation study as an example, for finite element analysis (FEA) in general, of ways to ensure a reliable model. We detail how choices of element size, type and material properties in FEA influence the results of simulations. We also present an empirical model for estimating heterogeneous material properties throughout an elephant femur (but of broad applicability to FEA). We then use an ex vivo experimental validation test of a cadaveric femur to check our FEA results and find that the heterogeneous model matches the experimental results extremely well, and far better than the homogeneous model. We emphasize how considering heterogeneous material properties in FEA may be critical, so this should become standard practice in comparative FEA studies along with convergence analyses, consideration of element size, type and experimental validation. These steps may be required to obtain accurate models and derive reliable conclusions from them. |
Author | Shefelbine, S. J. Panagiotopoulou, O. Hutchinson, J. R. Rayfield, E. J. Wilshin, S. D. |
AuthorAffiliation | 1 Structure and Motion Laboratory, Department of Veterinary Basic Sciences, The Royal Veterinary College , University of London , London , UK 2 Department of Earth Sciences , University of Bristol , Bristol , UK 3 Department of Bioengineering , Imperial College , London , UK |
AuthorAffiliation_xml | – name: 1 Structure and Motion Laboratory, Department of Veterinary Basic Sciences, The Royal Veterinary College , University of London , London , UK – name: 3 Department of Bioengineering , Imperial College , London , UK – name: 2 Department of Earth Sciences , University of Bristol , Bristol , UK |
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References | e_1_3_2_26_2 e_1_3_2_20_2 e_1_3_2_21_2 e_1_3_2_22_2 e_1_3_2_23_2 e_1_3_2_25_2 e_1_3_2_9_2 e_1_3_2_15_2 e_1_3_2_8_2 e_1_3_2_16_2 e_1_3_2_7_2 e_1_3_2_17_2 e_1_3_2_6_2 e_1_3_2_18_2 e_1_3_2_19_2 e_1_3_2_10_2 e_1_3_2_5_2 e_1_3_2_11_2 e_1_3_2_4_2 e_1_3_2_12_2 e_1_3_2_3_2 e_1_3_2_13_2 e_1_3_2_2_2 e_1_3_2_14_2 Benzley S. E. (e_1_3_2_24_2) 1995 25142526 - Panagiotopoulou O, Wilshin SD, Rayfield EJ, Shefelbine SJ, Hutchinson JR. J R Soc Interface. 2014 Oct 6;11(99). pii: 20140854. doi: 10.1098/rsif.2014.0854 |
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SubjectTerms | Animals Biomechanical Phenomena Biomechanics Body Size Bone Mechanics Cadavers Convergence Elephant Elephantidae Elephants - anatomy & histology Female Femur Femur - anatomy & histology Femur - physiology Finite Element Analysis Mathematical models Models, Biological Simulation Validation |
Title | What makes an accurate and reliable subject-specific finite element model? A case study of an elephant femur |
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