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首页> 外文期刊>Journal of biomechanical engineering. >Application of the Restoring Force Method for Identification of Lumbar Spine Flexion-Extension Motion Under Flexion-Extension Moment
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Application of the Restoring Force Method for Identification of Lumbar Spine Flexion-Extension Motion Under Flexion-Extension Moment

机译:恢复力法在屈伸力矩下腰椎屈伸运动识别中的应用

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摘要

The restoring force method (RFM), a nonparametric identification technique established in applied mechanics, was used to maximize the information obtained from moment-rotation hysteresis curves under pure moment flexion-extension testing of human lumbar spines. Data from a previous study in which functional spine units were tested intact, following simulated disk injury, and following implantation with an interspinous process spacer device were used. The RFM was used to estimate a surface map to characterize the dependence of the flexion-extension rotation on applied moment and the resulting axial displacement. This described each spine response as a compact, reduced-order model of the complex underlying nonlinear biomechanical characteristics of the tested specimens. The RFM was applied to two datasets, and successfully estimated the flexion-extension rotation, with error ranging from 3 to 23%. First, one specimen, tested in the intact, injured, and implanted conditions, was analyzed to assess the differences between the three specimen conditions. Second, intact specimens (N=12) were analyzed to determine the specimen variability under equivalent testing conditions. Due to the complexity and nonlinearity of the hysteretic responses, the mathematical fit of each surface was defined in terms of 16 coefficients, or a bicubic fit, to minimize the identified (estimated) surface fit error. The results of the first analysis indicated large differences in the coefficients for each of the three testing conditions. For example, the coefficient corresponding to the linear stiffness (a_(01)) had varied magnitude among the three conditions. In the second analysis of the 12 intact specimens, there was a large variability in the 12 unique sets of coefficients. Four coefficients, including two interaction terms comprised of both axial displacement and moment, were different from zero (p < 0.05), and provided necessary quantitative information to describe the hysteresis in three dimensions. The results suggest that further work in this area has the potential to supplement typical biomechanical parameters, such as range of motion, stiffness, and neutral zone, and provide a useful tool in diagnostic applications for the reliable detection and quantification of abnormal conditions of the spine.
机译:恢复力法(RFM)是应用力学中建立的一种非参数识别技术,用于在人的腰椎纯弯矩屈伸测试中从弯矩磁滞曲线获得的信息最大化。使用先前研究中的数据,其中完整模拟了椎间盘损伤后以及植入棘突间间隔装置后对功能性脊柱单元进行了完整测试。 RFM用于估计表面贴图,以表征屈伸运动对施加力矩的依赖性以及由此产生的轴向位移。这将每个脊柱反应描述为测试标本的复杂基础非线性生物力学特征的紧凑的降阶模型。将RFM应用于两个数据集,并成功地估计了屈伸旋转,误差范围为3%至23%。首先,分析一个在完整,受伤和植入状态下测试的标本,以评估这三个标本条件之间的差异。其次,分析完整样本(N = 12)以确定在相同测试条件下的样本变异性。由于磁滞响应的复杂性和非线性,每个表面的数学拟合均以16个系数或双三次拟合的形式定义,以最大程度地减少已识别(估计)的表面拟合误差。首次分析的结果表明,三种测试条件中每种条件的系数差异很大。例如,与线性刚度(a_(01))对应的系数在这三个条件下的大小有所不同。在对12个完整样本的第二次分析中,这12组独特的系数存在很大的差异。四个系数(包括由轴向位移和力矩组成的两个相互作用项)都不为零(p <0.05),并提供了必要的定量信息来描述三维滞后。结果表明,在该领域的进一步工作有可能补充典型的生物力学参数,例如运动范围,刚度和中性区,并为诊断应用中的有用工具提供可靠的检测和量化脊柱异常状况的有用工具。

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