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Theoretical foundation methods and criteria for calibrating human vibration models using frequency response functions

机译:使用频率响应函数校准人体振动模型的理论基础方法和准则

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摘要

While simulations of the measured biodynamic responses of the whole human body or body segments to vibration are conventionally interpreted as summaries of biodynamic measurements, and the resulting models are considered quantitative, this study looked at these simulations from a different angle: model calibration. The specific aims of this study are to review and clarify the theoretical basis for model calibration, to help formulate the criteria for calibration validation, and to help appropriately select and apply calibration methods. In addition to established vibration theory, a novel theorem of mechanical vibration is also used to enhance the understanding of the mathematical and physical principles of the calibration. Based on this enhanced understanding, a set of criteria was proposed and used to systematically examine the calibration methods. Besides theoretical analyses, a numerical testing method is also used in the examination. This study identified the basic requirements for each calibration method to obtain a unique calibration solution. This study also confirmed that the solution becomes more robust if more than sufficient calibration references are provided. Practically, however, as more references are used, more inconsistencies can arise among the measured data for representing the biodynamic properties. To help account for the relative reliabilities of the references, a baseline weighting scheme is proposed. The analyses suggest that the best choice of calibration method depends on the modeling purpose, the model structure, and the availability and reliability of representative reference data.
机译:传统上将对整个人体或身体各个部位对振动的测量到的生物动力响应的模拟解释为生物动力测量的摘要,并且将所得模型视为定量的,但本研究从不同角度研究了这些模拟:模型校准。这项研究的特定目的是审查和澄清模型校准的理论基础,以帮助制定校准验证的标准,并帮助适当地选择和应用校准方法。除了已建立的振动理论外,还使用了一种新颖的机械振动定理来增强对校准的数学和物理原理的理解。基于这种加深的理解,提出了一组标准并将其用于系统地检查校准方法。除了进行理论分析外,还使用了一种数值测试方法。这项研究确定了每种校准方法的基本要求,以获得独特的校准解决方案。这项研究还证实,如果提供了足够多的校准参考,该解决方案将变得更加强大。然而,实际上,随着使用更多的参考,在代表生物力学特性的测量数据之间会出现更多的不一致之处。为了帮助说明参考文献的相对可靠性,提出了一种基线加权方案。分析表明,校准方法的最佳选择取决于建模目的,模型结构以及代表性参考数据的可用性和可靠性。

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