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Development of an algorithm to estimate reaction forces from bathtub during soaking in the bathwater

机译:开发一种算法来估算在浴缸中浸泡期间浴缸产生的反作用力

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In order to improve comfort in soaking in the bathwater, the relationship between the biomechanical load and the bathtub shape has to be clarified. For this purpose, many soaking experiments had to be conducted since it was necessary to measure the reaction forces acting on a human from the bathtub experimentally. The objective of this study was to construct an algorithm to estimate reaction forces from a bathtub in order to calculate joint torque as biomechanical loads without experiments for given bathtub shapes and soaking postures. This algorithm calculates distribution of reaction forces which minimizes weighted summation of i) sum of squares of reaction forces, ii) joint torques of hip and knee joints and iii) friction force on the back, considering gravity, buoyancy and passive elastic joint torque. The weighting coefficients were expressed as a function of bathing posture including parameters determined for each person to reflect influence of differences among the individual. In order to examine this algorithm, an experiment to obtain the bathing posture and reaction forces for 10 participants and 24 posture conditions was conducted. It was found that the estimated reaction forces were consistent well with the measured values.
机译:为了提高浸泡在浴水中的舒适性,必须弄清生物力学载荷与浴缸形状之间的关系。为此目的,必须进行许多浸泡实验,因为必须从实验上测量作用在人体上的反作用力。这项研究的目的是构建一种算法,以估算浴缸的反作用力,以便在不进行给定浴缸形状和浸泡姿势的实验的情况下,将联合扭矩计算为生物力学载荷。该算法计算反作用力的分布,这将i)反作用力的平方和,ii)髋关节和膝关节的关节扭矩以及iii)背部的摩擦力(考虑重力,浮力和被动弹性关节扭矩)的加权总和最小化。加权系数表示为沐浴姿势的函数,包括为每个人确定的参数,以反映个体差异的影响。为了检验该算法,进行了一个实验,以获取10位参与者和24种姿势条件下的沐浴姿势和反作用力。发现估计的反作用力与测量值完全一致。

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