Optimal structural pattern for maximal compliance using topology optimization based on phasefields: Application to improve skin graft meshing efficiency
Abstract:This article focuses on the problem of maximal compliance design of a hyperelastic solid with the optimal design of human skin grafts as the application in mind. The solution method is a phasefield-based topology optimization method that supposes multiple local phasefields and a minimum distance constraint in order to prevent the phasefields from merging. Consequently, structurally disintegrating solutions such as by the coalescence of voids can be prevented. The method is used to find an optimal graft meshing… Show more
“…Although the auxetic structures produced high expansions on the skin graft models, the excessive stretching may lead to high stress concentration factors at sharp corners in the patterns which could further lead to its fracture. Sutula et al 15 implemented phase fields in topology optimization for maximizing the compliance. Phase fields were considered as an efficient model to estimate the emergence of fractures or damage and optimal designs were suggested for the skin graft patterns, which can be useful in determining the optimizing parameters for a particular design.…”
Section: Discussionmentioning
confidence: 99%
“…Zhang et al 10 conducted high‐expansion experiments at various strain levels and achieved the NPR greater than −3.0 similarly, another study conducted by Grima et al 14 achieved NPR of approximately −4.8. In a recent computational study, Sutula et al 15 performed topology optimizations using maximal compliance approach by implementing phase field damage model and suggested the use of meta‐materials as repetitive patterns on the human skin graft. Owing to the high expansions produced by auxetic polymers, it is hypothesized that these patterns applied to skin grafting may be able to generate expansions larger than that produced by traditional split thickness skin grafts without generating induced stresses greater than ultimate tensile stress of skin.…”
Over 20 million burn injuries are reported every year, with severe cases requiring skin grafting. Traditionally, split thickness skin grafts are prepared by excising a small portion of healthy skin and its incision patterning using a suitable meshing device, which allows the graft to be expanded beyond its capacity. To date, the maximum expansion achieved through skin grafting has been reported to be less than three times, which is not sufficient for covering large burn sites with limited donor site skin. In this work, we have attempted to study skin graft expansion potential with novel auxetic patterns, which are known to exhibit negative Poisson's effect. Two‐layer skin graft models were developed using eight different auxetic incision patterns, and subjected to uniaxial and biaxial tensile strains. The Poisson's ratio, meshing ratio, and induced stresses were characterized for all graft models. The numerical results indicated expansion potentials greater than that of traditional skin grafts across all loads. Extremely high expansions (i.e., >30 times) were estimated for the I‐Shaped Re‐entrant and Rotating Triangles shaped auxetic models without rupture. Such pioneering findings are anticipated to initiate ground‐breaking advances towards skin graft research and improved outcomes in burn surgeries.
“…Although the auxetic structures produced high expansions on the skin graft models, the excessive stretching may lead to high stress concentration factors at sharp corners in the patterns which could further lead to its fracture. Sutula et al 15 implemented phase fields in topology optimization for maximizing the compliance. Phase fields were considered as an efficient model to estimate the emergence of fractures or damage and optimal designs were suggested for the skin graft patterns, which can be useful in determining the optimizing parameters for a particular design.…”
Section: Discussionmentioning
confidence: 99%
“…Zhang et al 10 conducted high‐expansion experiments at various strain levels and achieved the NPR greater than −3.0 similarly, another study conducted by Grima et al 14 achieved NPR of approximately −4.8. In a recent computational study, Sutula et al 15 performed topology optimizations using maximal compliance approach by implementing phase field damage model and suggested the use of meta‐materials as repetitive patterns on the human skin graft. Owing to the high expansions produced by auxetic polymers, it is hypothesized that these patterns applied to skin grafting may be able to generate expansions larger than that produced by traditional split thickness skin grafts without generating induced stresses greater than ultimate tensile stress of skin.…”
Over 20 million burn injuries are reported every year, with severe cases requiring skin grafting. Traditionally, split thickness skin grafts are prepared by excising a small portion of healthy skin and its incision patterning using a suitable meshing device, which allows the graft to be expanded beyond its capacity. To date, the maximum expansion achieved through skin grafting has been reported to be less than three times, which is not sufficient for covering large burn sites with limited donor site skin. In this work, we have attempted to study skin graft expansion potential with novel auxetic patterns, which are known to exhibit negative Poisson's effect. Two‐layer skin graft models were developed using eight different auxetic incision patterns, and subjected to uniaxial and biaxial tensile strains. The Poisson's ratio, meshing ratio, and induced stresses were characterized for all graft models. The numerical results indicated expansion potentials greater than that of traditional skin grafts across all loads. Extremely high expansions (i.e., >30 times) were estimated for the I‐Shaped Re‐entrant and Rotating Triangles shaped auxetic models without rupture. Such pioneering findings are anticipated to initiate ground‐breaking advances towards skin graft research and improved outcomes in burn surgeries.
Topology optimization using finite element analysis offers a promising approach for designing new biomaterials with mechanical properties similar to human skin and superior auxetic properties compared to conventional materials. This innovative technique addresses the challenges associated with trial‐and‐error‐based material design and experimental iterations. In this study, finite element‐based topology optimization is employed to achieve optimized material structural patterns that maximize the lateral expansion of previously established auxetic designs and replicate specific directional properties observed in human skin. The topology‐optimized models, including slit, I‐shape, anisotropic I‐shape, triangular pattern, and re‐entrant shapes, demonstrate material structures with lower maximum stress, reducing the likelihood of material rupture failure and enhancing lateral expansion by more than 50% compared to the initial patterns. These novel designs and their unique behaviors are verified using the theoretical model of hyperelastic auxetic materials. This study represents the first analysis of topology optimization applied to soft hyperelastic biomaterials, focusing on both maximizing auxetic properties and replicating auxetic properties of human skin. The auxetic designs and topology optimization technique developed in this research hold potential for integration into biomedical and personal protective applications.
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