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2023 | OriginalPaper | Chapter

22. An Augmented Reality Platform for Interactive Finite Element Analysis

Authors : J. M. Huang, Soh Khim Ong, Andrew Yeh Ching Nee

Published in: Springer Handbook of Augmented Reality

Publisher: Springer International Publishing

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Abstract

Finite element analysis (FEA) is usually carried out off-site and using computer desktops, i.e., computer-generated graphics, which does not promote a user’s perception and interaction and limits its applications. This chapter first gives an overview of related FEA and AR technologies and presents the feasibility of enhancing finite element structural analysis with AR technology. A novel system has been proposed which integrates sensor measurement, FEA simulation, and scientific visualization into an AR-based environment. This system can acquire input data using sensors and visualize FEA results directly on real-world objects. Several intuitive interaction methods have been developed for enhancing structural investigation and data exploration. A prototype system has been built and tested using several case studies to validate the proposed methods and evaluate the system performance.

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Literature
1.
go back to reference Azuma, R.T.: A survey of augmented reality. Presence Teleoperator Virt. Environ. 6(4), 355–385 (1997) Azuma, R.T.: A survey of augmented reality. Presence Teleoperator Virt. Environ. 6(4), 355–385 (1997)
2.
go back to reference P. Milgram, H. Takemura, A. Utsumi, F. Kishino: Augmented reality: A class of displays on the reality-virtuality continuum, Proc. SPIE Telemanipulator and Telepresence Technologies, vol. 2351, Boston, United States, October 31-November 1, 1994, pp. 282–292 P. Milgram, H. Takemura, A. Utsumi, F. Kishino: Augmented reality: A class of displays on the reality-virtuality continuum, Proc. SPIE Telemanipulator and Telepresence Technologies, vol. 2351, Boston, United States, October 31-November 1, 1994, pp. 282–292
3.
go back to reference Azuma, R., Baillot, Y., Behringer, R., Feiner, S., Julier, S., MacIntyre, B.: Recent advances in augmented reality. Comp. Graph. Appl. 21(6), 34–47 (2001) Azuma, R., Baillot, Y., Behringer, R., Feiner, S., Julier, S., MacIntyre, B.: Recent advances in augmented reality. Comp. Graph. Appl. 21(6), 34–47 (2001)
4.
go back to reference Scherer, S., Wabner, M.: Advanced visualization for finite elements analysis in virtual reality environments. Int. J. Interact. Des. Manuf. 2(3), 169–173 (2008) Scherer, S., Wabner, M.: Advanced visualization for finite elements analysis in virtual reality environments. Int. J. Interact. Des. Manuf. 2(3), 169–173 (2008)
5.
go back to reference Hafner, M., Schoning, M., Antczak, M., Demenko, A., Hameyer, K.: Interactive postprocessing in 3D electromagnetics. IEEE Trans. Magn. 46(8), 3437–3440 (2010) Hafner, M., Schoning, M., Antczak, M., Demenko, A., Hameyer, K.: Interactive postprocessing in 3D electromagnetics. IEEE Trans. Magn. 46(8), 3437–3440 (2010)
6.
go back to reference Schroeder, W., Martin, K., Lorensen, B.: The Visualization Toolkit: an Object-Oriented Approach to 3D Graphics, 4th edn. Kitware, New York (2006) Schroeder, W., Martin, K., Lorensen, B.: The Visualization Toolkit: an Object-Oriented Approach to 3D Graphics, 4th edn. Kitware, New York (2006)
7.
go back to reference Lee, E.-J., El-Tawil, S.: FEMvrml: an interactive virtual environment for visualization of finite element simulation results. Adv. Eng. Softw. 39(9), 737–742 (2008) Lee, E.-J., El-Tawil, S.: FEMvrml: an interactive virtual environment for visualization of finite element simulation results. Adv. Eng. Softw. 39(9), 737–742 (2008)
8.
go back to reference Ingrassia, T., Cappello, F.: VirDe: a new virtual reality design approach. Int. J. Interact. Des. Manuf. 3(1), 1–11 (2009) Ingrassia, T., Cappello, F.: VirDe: a new virtual reality design approach. Int. J. Interact. Des. Manuf. 3(1), 1–11 (2009)
9.
go back to reference Setareh, M., Bowman, D.A., Kalita, A.: Development of a virtual reality structural analysis system. J. Archit. Eng. 11(4), 156–164 (2005) Setareh, M., Bowman, D.A., Kalita, A.: Development of a virtual reality structural analysis system. J. Archit. Eng. 11(4), 156–164 (2005)
10.
go back to reference A. Liverani, F. Kuester, B. Hamann: Towards interactive finite element analysis of shell structures in virtual reality. Proc. IEEE International Conference on Information Visualization, London, UK, July 14–16, 1999, pp. 340–346 A. Liverani, F. Kuester, B. Hamann: Towards interactive finite element analysis of shell structures in virtual reality. Proc. IEEE International Conference on Information Visualization, London, UK, July 14–16, 1999, pp. 340–346
11.
go back to reference Hambli, R., Chamekh, A., Salah, H.B.H.: Real-time deformation of structure using finite element and neural networks in virtual reality applications. Finite Elem. Anal. Des. 42(11), 985–991 (2006) Hambli, R., Chamekh, A., Salah, H.B.H.: Real-time deformation of structure using finite element and neural networks in virtual reality applications. Finite Elem. Anal. Des. 42(11), 985–991 (2006)
12.
go back to reference Connell, M., Tullberg, O.: A framework for immersive FEM visualization using transparent object communication in a distributed network environment. Adv. Eng. Softw. 33(7), 453–459 (2002) Connell, M., Tullberg, O.: A framework for immersive FEM visualization using transparent object communication in a distributed network environment. Adv. Eng. Softw. 33(7), 453–459 (2002)
13.
go back to reference Cheng, T.-M., Tu, T.-H.: A fast parametric deformation mechanism for virtual reality applications. Comput. Ind. Eng. 57(2), 520–538 (2009) Cheng, T.-M., Tu, T.-H.: A fast parametric deformation mechanism for virtual reality applications. Comput. Ind. Eng. 57(2), 520–538 (2009)
14.
go back to reference Yeh, T.P., Vance, J.M.: Applying virtual reality techniques to sensitivity-based structural shape design. J. Mech. Des. 120(4), 612–619 (1998) Yeh, T.P., Vance, J.M.: Applying virtual reality techniques to sensitivity-based structural shape design. J. Mech. Des. 120(4), 612–619 (1998)
15.
go back to reference Ryken, M.J., Vance, J.M.: Applying virtual reality techniques to the interactive stress analysis of a tractor lift arm. Finite Elem. Anal. Des. 35(2), 141–155 (2000)MATH Ryken, M.J., Vance, J.M.: Applying virtual reality techniques to the interactive stress analysis of a tractor lift arm. Finite Elem. Anal. Des. 35(2), 141–155 (2000)MATH
16.
go back to reference D. Rose, K. Bidmon, T. Ertl: Intuitive and interactive modification of large finite element models. Proc. IEEE Visualization, Austin, United States, October 10–15, 2004, pp. 361–368 D. Rose, K. Bidmon, T. Ertl: Intuitive and interactive modification of large finite element models. Proc. IEEE Visualization, Austin, United States, October 10–15, 2004, pp. 361–368
17.
go back to reference H. Graf, A. Stork: Virtual reality based interactive conceptual simulations: combining post-processing and linear static simulations. Proc. 5th International Conference on Virtual, Augmented and Mixed Reality, Las Vegas, United States, July 21–26, 2013, pp. 13–22 H. Graf, A. Stork: Virtual reality based interactive conceptual simulations: combining post-processing and linear static simulations. Proc. 5th International Conference on Virtual, Augmented and Mixed Reality, Las Vegas, United States, July 21–26, 2013, pp. 13–22
18.
go back to reference L. Chen, T.W. Day, W. Tang, N.W. John: Recent developments and future challenges in medical mixed reality. Proc. IEEE International Symposium on Mixed and Augmented Reality, ISMAR, Nantes, France, Oct 9–13, 2017, pp. 123–135 L. Chen, T.W. Day, W. Tang, N.W. John: Recent developments and future challenges in medical mixed reality. Proc. IEEE International Symposium on Mixed and Augmented Reality, ISMAR, Nantes, France, Oct 9–13, 2017, pp. 123–135
19.
go back to reference Guha, D., Alotaibi, N.M., Nguyen, N., Gupta, S., McFaul, C., Yang, V.X.X.: Augmented reality in neurosurgery: a review of current concepts and emerging applications. Can. J. Neurol. Sci. 44(3), 235–245 (2017) Guha, D., Alotaibi, N.M., Nguyen, N., Gupta, S., McFaul, C., Yang, V.X.X.: Augmented reality in neurosurgery: a review of current concepts and emerging applications. Can. J. Neurol. Sci. 44(3), 235–245 (2017)
20.
go back to reference Khor, W.S., Baker, B., Amin, K., Chan, A., Patel, K., Wong, J.: Augmented and virtual reality in surgery – the digital surgical environment: applications, limitations and legal pitfalls. Ann. Trans. Med. 4(23), 454 (2016) Khor, W.S., Baker, B., Amin, K., Chan, A., Patel, K., Wong, J.: Augmented and virtual reality in surgery – the digital surgical environment: applications, limitations and legal pitfalls. Ann. Trans. Med. 4(23), 454 (2016)
21.
go back to reference Nee, A.Y.C., Ong, S.K., Chryssolouris, G., Mourtzis, D.: Augmented reality applications in design and manufacturing. Ann CIRP. 61(2), 657–679 (2012) Nee, A.Y.C., Ong, S.K., Chryssolouris, G., Mourtzis, D.: Augmented reality applications in design and manufacturing. Ann CIRP. 61(2), 657–679 (2012)
22.
go back to reference Egger, J., Masood, T.: Augmented reality in support of intelligent manufacturing – a systematic literature review. Comput. Ind. Eng. 140 (2020) Egger, J., Masood, T.: Augmented reality in support of intelligent manufacturing – a systematic literature review. Comput. Ind. Eng. 140 (2020)
23.
go back to reference Diao, P.-H., Shih, N.-J.: Trends and research issues of augmented reality studies in architectural and civil engineering education – a review of academic journal publications. Appl. Sci. 9(9), 1–9 1840 (2019) Diao, P.-H., Shih, N.-J.: Trends and research issues of augmented reality studies in architectural and civil engineering education – a review of academic journal publications. Appl. Sci. 9(9), 1–9 1840 (2019)
24.
go back to reference Cardoso, L.F.S., Mariano, F.C.M.Q., Zorzal, E.R.: A survey of industrial augmented reality. Comput. Ind. Eng. 139, 1–12 (2020) Cardoso, L.F.S., Mariano, F.C.M.Q., Zorzal, E.R.: A survey of industrial augmented reality. Comput. Ind. Eng. 139, 1–12 (2020)
25.
go back to reference Green, S.A., Billinghurst, M., Chen, X.Q., Chase, J.G.: Human-robot collaboration: a literature review and augmented reality approach in design. Adv. Robot. Syst. 5(1), 1–18 (2008) Green, S.A., Billinghurst, M., Chen, X.Q., Chase, J.G.: Human-robot collaboration: a literature review and augmented reality approach in design. Adv. Robot. Syst. 5(1), 1–18 (2008)
26.
go back to reference Chen, P., Liu, X.L., Cheng, W., Huang, R.H.: A review of using augmented reality in education from 2011 to 2016. In: Popescu, E., Kinshuk, Khribi, M.K., Huang, R., Jemni, M., Chen, N.-S., Sampson, D.G. (eds.) Innovations in Smart Learning, pp. 13–18. Springer Nature, Berlin (2017) Chen, P., Liu, X.L., Cheng, W., Huang, R.H.: A review of using augmented reality in education from 2011 to 2016. In: Popescu, E., Kinshuk, Khribi, M.K., Huang, R., Jemni, M., Chen, N.-S., Sampson, D.G. (eds.) Innovations in Smart Learning, pp. 13–18. Springer Nature, Berlin (2017)
27.
go back to reference Yuliono, T., Sarwanto, Rintayati, P.: The promising roles of augmented reality in educational setting: a review of the literature. Int. J. Educ. Methodol. 4(3), 125–132 (2018) Yuliono, T., Sarwanto, Rintayati, P.: The promising roles of augmented reality in educational setting: a review of the literature. Int. J. Educ. Methodol. 4(3), 125–132 (2018)
28.
go back to reference Karakus, M., Ersozlu, A., Clark, A.C.: Augmented reality research in education: a bibliometric study. Eurasia J. Math. Sci. Technol. Educ. 15(10), 1755 (2019) Karakus, M., Ersozlu, A., Clark, A.C.: Augmented reality research in education: a bibliometric study. Eurasia J. Math. Sci. Technol. Educ. 15(10), 1755 (2019)
29.
go back to reference Weidlich, D., Scherer, S., Wabner, M.: Analyses using VR/AR visualization. IEEE Comput. Graph. Appl. 28(5), 84–86 (2008) Weidlich, D., Scherer, S., Wabner, M.: Analyses using VR/AR visualization. IEEE Comput. Graph. Appl. 28(5), 84–86 (2008)
30.
go back to reference V. Heuveline, S. Ritterbusch, S. Ronnas: Augmented reality for urban simulation visualization. Proc. First International Conference on Advanced Communications and Computation, Barcelona, Spain, October 23–29, 2011, pp. 115–119 V. Heuveline, S. Ritterbusch, S. Ronnas: Augmented reality for urban simulation visualization. Proc. First International Conference on Advanced Communications and Computation, Barcelona, Spain, October 23–29, 2011, pp. 115–119
31.
go back to reference Daponte, P., Vito, L.D., Picariello, F., Riccio, M.: State of the art and future developments of the augmented reality for measurement applications. Measurement. 57, 53–70 (2014) Daponte, P., Vito, L.D., Picariello, F., Riccio, M.: State of the art and future developments of the augmented reality for measurement applications. Measurement. 57, 53–70 (2014)
32.
go back to reference J. Underkoffler, B. Ullmer, H. Ishii: Emancipated pixels: real-world graphics in the luminous room. Proc. 26th Annual Conference on Computer Graphics and Interactive Techniques, Los Angeles, United States, August 8–13, 1999, pp. 385–392 J. Underkoffler, B. Ullmer, H. Ishii: Emancipated pixels: real-world graphics in the luminous room. Proc. 26th Annual Conference on Computer Graphics and Interactive Techniques, Los Angeles, United States, August 8–13, 1999, pp. 385–392
33.
go back to reference F. Niebling, R. Griesser, U. Woessner: Using augmented reality and interactive simulations to realize hybrid prototypes. Proc. 4th International Symposium on Visual Computing, Las Vegas, United States, December 1–3, 2008, pp. 1008–1017 F. Niebling, R. Griesser, U. Woessner: Using augmented reality and interactive simulations to realize hybrid prototypes. Proc. 4th International Symposium on Visual Computing, Las Vegas, United States, December 1–3, 2008, pp. 1008–1017
35.
go back to reference H. Kaufmann, B. Meyer: Simulating educational physical experiments in augmented reality. Proc. ACM SIGGRAPH ASIA 2008 Educators Programme, no. 3, Singapore, December 10–13, 2008, pp. 68–75 H. Kaufmann, B. Meyer: Simulating educational physical experiments in augmented reality. Proc. ACM SIGGRAPH ASIA 2008 Educators Programme, no. 3, Singapore, December 10–13, 2008, pp. 68–75
36.
go back to reference Valentini, P.P., Pezzuti, E.: Interactive multibody simulation in augmented reality. J. Theor. Appl. Mech. 48(3), 733–750 (2010) Valentini, P.P., Pezzuti, E.: Interactive multibody simulation in augmented reality. J. Theor. Appl. Mech. 48(3), 733–750 (2010)
37.
go back to reference P.P. Valentini, E. Pezzuti: Dynamic splines for interactive simulation of elastic beams in augmented reality. Proc. International Conference on Innovative Methods in Product Design, Venice, Italy, June 15–17, 2011, pp. 89–96 P.P. Valentini, E. Pezzuti: Dynamic splines for interactive simulation of elastic beams in augmented reality. Proc. International Conference on Innovative Methods in Product Design, Venice, Italy, June 15–17, 2011, pp. 89–96
38.
go back to reference F. Mannus, J. Rubel, C. Wagner, F. Bingel, A. Hinkenjann: Augmenting magnetic field lines for school experiments. Proc. IEEE International Symposium on Mixed and Augmented Reality, Basel, Switzerland, October 26–29, 2011, pp. 263–265 F. Mannus, J. Rubel, C. Wagner, F. Bingel, A. Hinkenjann: Augmenting magnetic field lines for school experiments. Proc. IEEE International Symposium on Mixed and Augmented Reality, Basel, Switzerland, October 26–29, 2011, pp. 263–265
39.
go back to reference Malkawi, A.M., Srinivasan, R.S.: A new paradigm for human-building interaction: the use of CFD and augmented reality. Autom. Constr. 14(1), 71–84 (2005) Malkawi, A.M., Srinivasan, R.S.: A new paradigm for human-building interaction: the use of CFD and augmented reality. Autom. Constr. 14(1), 71–84 (2005)
40.
go back to reference N. Haouchine, J. Dequidt, I. Peterlik, E. Kerrien, M.-O. Berger, S. Coti: Image-guided simulation of heterogeneous tissue deformation for augmented reality during hepatic surgery. Proc. IEEE International Symposium on Mixed and Augmented Reality, Adelaide, Australia, October 1–4, 2013, pp. 199–208 N. Haouchine, J. Dequidt, I. Peterlik, E. Kerrien, M.-O. Berger, S. Coti: Image-guided simulation of heterogeneous tissue deformation for augmented reality during hepatic surgery. Proc. IEEE International Symposium on Mixed and Augmented Reality, Adelaide, Australia, October 1–4, 2013, pp. 199–208
41.
go back to reference Bernasconi, A., Kharshiduzzaman, M., Anodio, L.F., Bordegoni, M., Re, G.M., Braghin, F., Comolli, L.: Development of a monitoring system for crack growth in bonded single-lap joints based on the strain field and visualization by augmented reality. J. Adhes. 90(5–6), 496–510 (2014) Bernasconi, A., Kharshiduzzaman, M., Anodio, L.F., Bordegoni, M., Re, G.M., Braghin, F., Comolli, L.: Development of a monitoring system for crack growth in bonded single-lap joints based on the strain field and visualization by augmented reality. J. Adhes. 90(5–6), 496–510 (2014)
42.
go back to reference Fiorentino, M., Monno, G., Uva, A.E.: Interactive ‘touch and see’ FEM simulation using augmented reality. Int. J. Eng. Educ. 25(6), 1124–1128 (2009) Fiorentino, M., Monno, G., Uva, A.E.: Interactive ‘touch and see’ FEM simulation using augmented reality. Int. J. Eng. Educ. 25(6), 1124–1128 (2009)
43.
go back to reference Matsutomo, S., Mitsufuji, K., Hiasa, Y., Noguchi, S.: Real time simulation method of magnetic field for visualization system with augmented reality technology. IEEE Trans. Magn. 49(5), 1665–1668 (2013) Matsutomo, S., Mitsufuji, K., Hiasa, Y., Noguchi, S.: Real time simulation method of magnetic field for visualization system with augmented reality technology. IEEE Trans. Magn. 49(5), 1665–1668 (2013)
44.
go back to reference Matsutomo, S., Miyauchi, T., Noguchi, S., Yamashita, H.: Real-time visualization system of magnetic field utilizing augmented reality technology for education. IEEE Trans. Magn. 48(2), 531–534 (2012) Matsutomo, S., Miyauchi, T., Noguchi, S., Yamashita, H.: Real-time visualization system of magnetic field utilizing augmented reality technology for education. IEEE Trans. Magn. 48(2), 531–534 (2012)
45.
go back to reference Nealen, A., Muller, M., Keiser, R., Boxerman, E., Carlson, M.: Physically based deformable models in computer graphics. Comp. Graph. Forum. 25(4), 809–836 (2006) Nealen, A., Muller, M., Keiser, R., Boxerman, E., Carlson, M.: Physically based deformable models in computer graphics. Comp. Graph. Forum. 25(4), 809–836 (2006)
46.
go back to reference Cotin, S., Delingette, H., Ayache, N.: Real-time elastic deformations of soft tissues for surgery simulation. IEEE Trans. Visualiz. Comp. Graph. 5(1), 62–73 (1999)MATH Cotin, S., Delingette, H., Ayache, N.: Real-time elastic deformations of soft tissues for surgery simulation. IEEE Trans. Visualiz. Comp. Graph. 5(1), 62–73 (1999)MATH
47.
go back to reference Bro-Nielsen, M., Cotin, S.: Real-time volumetric deformable models for surgery simulation using finite elements and condensation. Comp. Graph. Forum. 15(3), 57–66 (1996) Bro-Nielsen, M., Cotin, S.: Real-time volumetric deformable models for surgery simulation using finite elements and condensation. Comp. Graph. Forum. 15(3), 57–66 (1996)
48.
go back to reference I. Nikitin, L. Nikitina, P. Frolov, G. Goebbels, M. Göbel, S. Klimenko, G.M. Nielson: Real-time simulation of elastic objects in virtual environments using finite element method and precomputed Green’s functions. Proc. Eighth Eurographics Workshop on Virtual Environments, Barcelona, Spain, May 30–31, 2002, pp. 47–52 I. Nikitin, L. Nikitina, P. Frolov, G. Goebbels, M. Göbel, S. Klimenko, G.M. Nielson: Real-time simulation of elastic objects in virtual environments using finite element method and precomputed Green’s functions. Proc. Eighth Eurographics Workshop on Virtual Environments, Barcelona, Spain, May 30–31, 2002, pp. 47–52
49.
go back to reference Berkley, J., Turkiyyah, G., Berg, D., Ganter, M., Weghorst, S.: Real-time finite element modeling for surgery simulation: an application to virtual suturing. IEEE Trans. Visualiz. Comp. Graph. 10(3), 314–325 (2004) Berkley, J., Turkiyyah, G., Berg, D., Ganter, M., Weghorst, S.: Real-time finite element modeling for surgery simulation: an application to virtual suturing. IEEE Trans. Visualiz. Comp. Graph. 10(3), 314–325 (2004)
50.
go back to reference Lee, B., Popescu, D.C., Ourselin, S.: Topology modification for surgical simulation using precomputed finite element models based on linear elasticity. Prog. Biophys. Mol. Biol. 103(2–3), 236–251 (2010) Lee, B., Popescu, D.C., Ourselin, S.: Topology modification for surgical simulation using precomputed finite element models based on linear elasticity. Prog. Biophys. Mol. Biol. 103(2–3), 236–251 (2010)
51.
go back to reference Bathe, K.-J.: Finite Element Procedures. Prentice Hall, Watertown (1996)MATH Bathe, K.-J.: Finite Element Procedures. Prentice Hall, Watertown (1996)MATH
52.
go back to reference Joldes, G.R., Wittek, A., Miller, K.: Suite of finite element algorithms for accurate computation of soft tissue deformation for surgical simulation. Med. Image Anal. 13(6), 912–919 (2009) Joldes, G.R., Wittek, A., Miller, K.: Suite of finite element algorithms for accurate computation of soft tissue deformation for surgical simulation. Med. Image Anal. 13(6), 912–919 (2009)
53.
go back to reference Miller, K., Joldes, G., Lance, D., Wittek, A.: Total Lagrangian explicit dynamics finite element algorithm for computing soft tissue deformation. Commun. Numer. Methods Eng. 23(2), 121–134 (2007)MATH Miller, K., Joldes, G., Lance, D., Wittek, A.: Total Lagrangian explicit dynamics finite element algorithm for computing soft tissue deformation. Commun. Numer. Methods Eng. 23(2), 121–134 (2007)MATH
54.
go back to reference Lapeer, R.J., Gasson, P.D., Karri, V.: A hyperelastic finite element model of human skin for interactive real-time surgical simulation. IEEE Trans. Biomed. Eng. 58(4), 1013–1022 (2011) Lapeer, R.J., Gasson, P.D., Karri, V.: A hyperelastic finite element model of human skin for interactive real-time surgical simulation. IEEE Trans. Biomed. Eng. 58(4), 1013–1022 (2011)
55.
go back to reference M. Müller, J. Dorsey, L. McMillan, R. Jagnow, B. Cutler: Stable real-time deformations. Proc. ACM SIGGRAPH/ Eurographics Symposium on Computer Animation, San Antonio, United States, July 21–22, 2002, pp. 49–54 M. Müller, J. Dorsey, L. McMillan, R. Jagnow, B. Cutler: Stable real-time deformations. Proc. ACM SIGGRAPH/ Eurographics Symposium on Computer Animation, San Antonio, United States, July 21–22, 2002, pp. 49–54
56.
go back to reference Courtecuisse, H., Jung, H., Allard, J., Duriez, C., Lee, D.Y., Cotin, S.: GPU-based real-time soft tissue deformation with cutting and haptic feedback. Prog. Biophys. Mol. Biol. 103(2–3), 159–168 (2010) Courtecuisse, H., Jung, H., Allard, J., Duriez, C., Lee, D.Y., Cotin, S.: GPU-based real-time soft tissue deformation with cutting and haptic feedback. Prog. Biophys. Mol. Biol. 103(2–3), 159–168 (2010)
57.
go back to reference Allard, J., Cotin, S., Faure, F., Bensoussan, P.-J., Poyer, F., Duriez, C., Delingette, H., Grisoni, L.: SOFA-an open source framework for medical simulation. In: Westwood, J.D., Haluck, R.S., Hoffman, H.M., Mogel, G.T., Philips, R., Robb, R.A., Vosburgh, K.G. (eds.) Medicine Meets Virtual Reality 15, pp. 13–18. IOS Press, Amsterdam (2007) Allard, J., Cotin, S., Faure, F., Bensoussan, P.-J., Poyer, F., Duriez, C., Delingette, H., Grisoni, L.: SOFA-an open source framework for medical simulation. In: Westwood, J.D., Haluck, R.S., Hoffman, H.M., Mogel, G.T., Philips, R., Robb, R.A., Vosburgh, K.G. (eds.) Medicine Meets Virtual Reality 15, pp. 13–18. IOS Press, Amsterdam (2007)
58.
go back to reference Sin, F.S., Schroeder, D., Barbic, J.: Vega: non-linear FEM deformable object simulator. Comput. Graph. Forum. 32(1), 36–48 (2013) Sin, F.S., Schroeder, D., Barbic, J.: Vega: non-linear FEM deformable object simulator. Comput. Graph. Forum. 32(1), 36–48 (2013)
59.
go back to reference Portnoy, S., Yarnitzky, G., Yizhar, Z., Kristal, A., Oppenheim, U., Siev-Ner, I., Gefen, A.: Real-time patient-specific finite element analysis of internal stresses in the soft tissues of a residual limb: a new tool for prosthetic fitting. Ann. Biomed. Eng. 35(1), 120–135 (2007) Portnoy, S., Yarnitzky, G., Yizhar, Z., Kristal, A., Oppenheim, U., Siev-Ner, I., Gefen, A.: Real-time patient-specific finite element analysis of internal stresses in the soft tissues of a residual limb: a new tool for prosthetic fitting. Ann. Biomed. Eng. 35(1), 120–135 (2007)
60.
go back to reference Yuan, M.L., Ong, S.K., Nee, A.Y.C.: The virtual interaction panel: an easy control tool in augmented reality systems. Comp. Animat. Virtual Worlds. 15(3–4), 425–432 (2004) Yuan, M.L., Ong, S.K., Nee, A.Y.C.: The virtual interaction panel: an easy control tool in augmented reality systems. Comp. Animat. Virtual Worlds. 15(3–4), 425–432 (2004)
61.
go back to reference J. Looser, M. Billinghurst, R. Grasset, A. Cockburn: An evaluation of virtual lenses for object selection in augmented reality. Proc. 5th International Conference on Computer Graphics and Interactive Techniques in Australia and Southeast Asia, Perth, Australia, December 1–4, 2007, pp.203-210 J. Looser, M. Billinghurst, R. Grasset, A. Cockburn: An evaluation of virtual lenses for object selection in augmented reality. Proc. 5th International Conference on Computer Graphics and Interactive Techniques in Australia and Southeast Asia, Perth, Australia, December 1–4, 2007, pp.203-210
62.
go back to reference Argelaguet, F., Andujar, C.: A survey of 3D object selection techniques for virtual environments. Comput. Graph. 37(3), 121–136 (2013) Argelaguet, F., Andujar, C.: A survey of 3D object selection techniques for virtual environments. Comput. Graph. 37(3), 121–136 (2013)
63.
go back to reference J. F. Lucas: Design and evaluation of 3D multiple object selection techniques, Master’s thesis, Virginia Polytechnic Institute and State University, Virginia, United States, 2005 J. F. Lucas: Design and evaluation of 3D multiple object selection techniques, Master’s thesis, Virginia Polytechnic Institute and State University, Virginia, United States, 2005
64.
go back to reference R.B. Haber, D.A. McNabb: Visualization idioms: a conceptual model for scientific visualization systems, in Nielson, G.M. and Shriver, B., Visualization in Scientific Computing, LosAlamitos IEEE Computer Society Press, 1990, 74–93 R.B. Haber, D.A. McNabb: Visualization idioms: a conceptual model for scientific visualization systems, in Nielson, G.M. and Shriver, B., Visualization in Scientific Computing, LosAlamitos IEEE Computer Society Press, 1990, 74–93
65.
go back to reference Santos, S.D., Brodlie, K.: Gaining understanding of multivariate and multidimensional data through visualization. Comput. Graph. 28(3), 311–325 (2004) Santos, S.D., Brodlie, K.: Gaining understanding of multivariate and multidimensional data through visualization. Comput. Graph. 28(3), 311–325 (2004)
66.
go back to reference G. Debunne, M. Desbrun, M.-P Cani, A.H. Barr: Dynamic real-time deformations using space and time adaptive sampling. Proc. 28th Annual Conference on Computer Graphics and Interactive Techniques, Los Angeles, United States, August 12–17, 2001, pp. 31–36 G. Debunne, M. Desbrun, M.-P Cani, A.H. Barr: Dynamic real-time deformations using space and time adaptive sampling. Proc. 28th Annual Conference on Computer Graphics and Interactive Techniques, Los Angeles, United States, August 12–17, 2001, pp. 31–36
67.
go back to reference Silva, C.W.D.: Vibration and Shock Handbook. CRC Press Taylor and Francis (2005)MATH Silva, C.W.D.: Vibration and Shock Handbook. CRC Press Taylor and Francis (2005)MATH
68.
go back to reference Press, W.H., Teukolsky, S.A., Vetterling, W.T., Flannery, B.P.: Numerical Recipe in C: The Pitt Building, Trumpington Street, Cambridge CB2 1RP, United Kingdom (1992) Press, W.H., Teukolsky, S.A., Vetterling, W.T., Flannery, B.P.: Numerical Recipe in C: The Pitt Building, Trumpington Street, Cambridge CB2 1RP, United Kingdom (1992)
70.
go back to reference J.F. Doyle: Modern Experimental Stress Analysis: completing the solution of partially specified problems. Wiley (2004) J.F. Doyle: Modern Experimental Stress Analysis: completing the solution of partially specified problems. Wiley (2004)
72.
go back to reference Hager, W.W.: Updating the inverse of a matrix. SIAM Rev. 31(2), 221–239 (1989)MATH Hager, W.W.: Updating the inverse of a matrix. SIAM Rev. 31(2), 221–239 (1989)MATH
73.
go back to reference Jaishi, B., Ren, W.-X.: Damage detection by finite element model updating using modal flexibility residual. J. Sound Vib. 290(1–2), 369–387 (2006) Jaishi, B., Ren, W.-X.: Damage detection by finite element model updating using modal flexibility residual. J. Sound Vib. 290(1–2), 369–387 (2006)
74.
go back to reference Teughels, A., Maeck, J., Roeck, G.D.: Damage assessment by FE model updating using damage functions. Comput. Struct. 80(25), 1869–1879 (2002) Teughels, A., Maeck, J., Roeck, G.D.: Damage assessment by FE model updating using damage functions. Comput. Struct. 80(25), 1869–1879 (2002)
75.
go back to reference Huang, J.M., Ong, S.K., Nee, A.Y.C.: Real-time finite element structural analysis in augmented reality. Adv. Eng. Softw. 87, 43–56 (2015) Huang, J.M., Ong, S.K., Nee, A.Y.C.: Real-time finite element structural analysis in augmented reality. Adv. Eng. Softw. 87, 43–56 (2015)
Metadata
Title
An Augmented Reality Platform for Interactive Finite Element Analysis
Authors
J. M. Huang
Soh Khim Ong
Andrew Yeh Ching Nee
Copyright Year
2023
DOI
https://doi.org/10.1007/978-3-030-67822-7_22

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