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Real-time prediction of soft tissue deformation; a non-integer order modeling scheme and a practical verification for the theoretical concept

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  • Tabatabaei, S. Sepehr
  • Dehghan, Mohammad Reza
  • Talebi, Heidar Ali

Abstract

This paper presents a practical study to verify the concept of non-integer order dynamic behavior of multi-dimensional soft tissue deformation. The stress-strain relationship of soft tissue is of non-integer order. However, this concept needs to be proven. To this aim, the stress-strain relationship is combined with the mechanical equations describing a continuum body. Then, a set of differential equations are obtained modeling the body deformation. Next, the parameters of the model are calculated considering data extracted from an experimental study. The dynamic behavior of the tissue -which is required in the identification of the order- is then simulated using Abaqus. After estimating the order in an adaptive scheme, the non-integer order model and the proposed identification method are verified using some experimental test on a silicone-gel cube.

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  • Tabatabaei, S. Sepehr & Dehghan, Mohammad Reza & Talebi, Heidar Ali, 2022. "Real-time prediction of soft tissue deformation; a non-integer order modeling scheme and a practical verification for the theoretical concept," Chaos, Solitons & Fractals, Elsevier, vol. 155(C).
  • Handle: RePEc:eee:chsofr:v:155:y:2022:i:c:s0960077921009875
    DOI: 10.1016/j.chaos.2021.111633
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    References listed on IDEAS

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    1. S. Sepehr Tabatabaei & Mohammad Javad Yazdanpanah & Sajad Jafari & Julien Clinton Sprott, 2014. "Extensions in dynamic models of happiness: effect of memory," International Journal of Happiness and Development, Inderscience Enterprises Ltd, vol. 1(4), pages 344-356.
    2. Ionescu, Clara & Kelly, James F., 2017. "Fractional calculus for respiratory mechanics: Power law impedance, viscoelasticity, and tissue heterogeneity," Chaos, Solitons & Fractals, Elsevier, vol. 102(C), pages 433-440.
    3. Carrera, Y. & Avila-de la Rosa, G. & Vernon-Carter, E.J. & Alvarez-Ramirez, J., 2017. "A fractional-order Maxwell model for non-Newtonian fluids," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 482(C), pages 276-285.
    4. Ali, Farhad & Iftikhar, Muhammad & Khan, Ilyas & Sheikh, Nadeem Ahmad, 2019. "Atangana–Baleanu fractional model for electro-osmotic flow of viscoelastic fluids," Chaos, Solitons & Fractals, Elsevier, vol. 124(C), pages 125-133.
    5. Omar Naifar & Assaad Jmal & A. M. Nagy & Abdellatif Ben Makhlouf, 2020. "Improved Quasiuniform Stability for Fractional Order Neural Nets with Mixed Delay," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-7, November.
    6. Wang, Lei & Chen, Yi-Ming, 2020. "Shifted-Chebyshev-polynomial-based numerical algorithm for fractional order polymer visco-elastic rotating beam," Chaos, Solitons & Fractals, Elsevier, vol. 132(C).
    7. Zafar, Zain Ul Abadin & Younas, Samina & Hussain, Muhammad Tanveer & Tunç, Cemil, 2021. "Fractional aspects of coupled mass-spring system," Chaos, Solitons & Fractals, Elsevier, vol. 144(C).
    8. Coronel-Escamilla, Antonio & Gomez-Aguilar, Jose Francisco & Stamova, Ivanka & Santamaria, Fidel, 2020. "Fractional order controllers increase the robustness of closed-loop deep brain stimulation systems," Chaos, Solitons & Fractals, Elsevier, vol. 140(C).
    9. Omar Naifar & Abdellatif Ben Makhlouf, 2021. "On the Stabilization and Observer Design of Polytopic Perturbed Linear Fractional-Order Systems," Mathematical Problems in Engineering, Hindawi, vol. 2021, pages 1-6, March.
    10. Tabatabaei, S. Sepehr & Talebi, H.A. & Tavakoli, M., 2017. "A novel adaptive order/parameter identification method for variable order systems application in viscoelastic soft tissue modeling," Chaos, Solitons & Fractals, Elsevier, vol. 102(C), pages 447-455.
    11. Atangana, Abdon & Gómez-Aguilar, J.F., 2018. "Fractional derivatives with no-index law property: Application to chaos and statistics," Chaos, Solitons & Fractals, Elsevier, vol. 114(C), pages 516-535.
    12. Yu, Chunxiao & Zhang, Jie & Chen, Yiming & Feng, Yujing & Yang, Aimin, 2019. "A numerical method for solving fractional-order viscoelastic Euler–Bernoulli beams," Chaos, Solitons & Fractals, Elsevier, vol. 128(C), pages 275-279.
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