虚拟响应表面策略,预测轮对脊柱杆的静态和疲劳机械行为的影响
Linda Carpenedo1, Francesca Berti2, Luigi La Barbera1,3
1Laboratory of Biological Structure Mechanics (LaBS)- Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133, Milano, Italy.
Annals of biomedical engineering
|December 2, 2024
概括
轮的脊柱棒可以在疲劳负荷下断裂. 这项研究引入了一种新的响应表面 (RS) 方法,可以准确预测脊柱棒生物力学和疲劳强度,帮助临床决策.
科学领域:
- 生物医学工程 生物医学工程
- 材料科学 材料科学 材料科学
- 整形外科手术 整形外科手术
背景情况:
- 使用轮杆固定脊柱对于斜腰对齐至关重要.
- 由于残余应力,杆疲劳失败是一个重要的临床问题.
- 现有的方法缺乏在轮和疲劳期间准确预测生物力学参数.
研究的目的:
- 开发和验证一种新的响应表面 (RS) 策略,用于预测脊柱棒中的生物力学参数.
- 评估RS模型在模拟静态轮和动态疲劳负荷方面的准确性.
- 为脊柱固定提供一个虚拟工具,用于手术期间的决策.
主要方法:
- 利用有限元 (FE) 模型来模拟脊柱杆轮和疲劳.
- 开发了使用多项式方程来建模FE数据的响应表面 (RS).
- 根据广泛的实验性疲劳测试数据验证了RS预测.
主要成果:
- RS模型准确地预测了关键生物力学参数 (R2 = 0.88-1),平均相对误差低 (高达9%).
- 疲劳结果 (破裂/生存) 正确预测.
- 同等压力被高估了平均11%.
结论:
- RS方法是一种可信且准确的方法,用于预测轮脊柱杆的疲劳强度.
- 这种虚拟工具有可能提高脊柱外科手术中的手术内决策.
- RS模型为脊柱棒设计和评估提供了复杂的FE分析的计算效率高的替代方案.
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