Real-time CT value estimation method for robotic drilling system based on thrust force and torque

K. Yu, Sho Iwata, K. Ohnishi, H. Kawana, S. Usuda
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引用次数: 2

Abstract

An estimation of bone density is important for dental implant. CT value has been used in clinical and diagnostic as a quantitative evaluation method of bone density. In this paper, a method for estimating the CT value is proposed by modeling the relation between the cutting force and the CT value. The cutting force is calculated by the thrust force of the linear motor and the torque of the rotary motor. The estimated CT value can be obtained in real time by comparing between the force from reaction force observer and the formula of CT value with the pre-estimated parameters. The validity of the proposal was confirmed through experiments using wood mentioned in Misch's bone density classification. The experimental results indicated that the error of CT value estimation was ±91 HU and the estimation accuracy was 84 %.
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基于推力和扭矩的机器人钻井系统实时CT值估计方法
骨密度的估计对种植牙有重要意义。CT值作为一种定量评价骨密度的方法,已广泛应用于临床和诊断。本文通过对切削力与CT值之间的关系进行建模,提出了一种估计CT值的方法。切削力由直线电机的推力和旋转电机的转矩计算得到。将反力观测器测得的力与预估参数下的CT值公式进行比较,可以实时得到预估的CT值。通过使用Misch骨密度分类中提到的木材进行实验,证实了该建议的有效性。实验结果表明,CT值估计误差为±91 HU,估计精度为84%。
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