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Use of PID and Iterative Learning Controls on Improving Intra-Oral Hydraulic Loading System of Dental Implants

机译:PID和迭代学习控制在改善种植体口腔内液压加载系统中的应用

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摘要

This study presents the control design and tests of an intra-oral hydraulic system for quantitatively loading of a dental implant. The computer-controlled system was developed and employed for better pressure error compensation by PID (proportional-integral-derivative) control and point-to-point iterative learning algorithm. In vitro experiments showed that implant loading is precisely controlled (error 3%) for 0.5 Hz loading without air inclusion, and reasonably performed (error< 10%) with air inclusion up to 20% of the total hydraulic volume. The PID controller maintains forces at the desired level while the learning controller eliminates overshoot/undershoot at the onset of each loading cycle. The system can be potentially used for in vivo animal studies for better understanding of how bone responds to implant loading. Quantitative information derived from this biomechanical model will add to improved designs of dental implants.
机译:这项研究提出了定量设计牙种植体的口腔内液压系统的控制设计和测试。开发了计算机控制系统,并通过PID(比例积分微分)控制和点对点迭代学习算法将其用于更好的压力误差补偿。体外实验表明,在没有空气夹杂的情况下,对于0.5 Hz的负载,植入物的负载受到精确控制(误差3%),并且在空气夹杂不超过总液压体积的20%的情况下,合理地进行了植入(误差<10%)。 PID控制器将力保持在所需水平,而学习控制器则在每个加载周期开始时消除过冲/下冲。该系统可以潜在地用于体内动物研究,以更好地了解骨骼对植入物负载的反应。从该生物力学模型获得的定量信息将增加牙科植入物的改进设计。

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