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Helical spring design optimization for endoscopic devices using a design-of-experiments approach

机译:使用实验设计方法优化内窥镜设备的螺旋弹簧设计

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Introduction: Endoscopes are long thin tubular devices for non-invasive visualization of the interior of cavities, canals and vessels. They can be inserted through natural orifices or small surgical incisions. A typical endoscope outer diameter is 10mm and length can vary from 70 to 180mm. While some rigid endoscopes are used, the flexibility of articulated endoscopes is important in many clinical applications. Articulated endoscopes are generally controlled by cables and levers which bend the distal extremity of the device to enable route selection or to change the field of view. Challenges of flexible endoscopes include reliable advancement and steerability of the device tip. Reliable advancement can be addressed by utilization of relatively rigid helical springs within the device shaft. However, steerability requires that the tip must be flexible to accommodate different bend radii. The aim of this study is to understand the main effects (geometric and physical properties of the tip and their interactions) that impact the radius of curvature governing steerability in traditional endoscopes. Methods: Using the Abaqus Scripting Interface (ASI), a helical coil and cable assembly were modeled with the cable connected to the coil proximal circumference (Figure 1). The cable was placed inside the helical spring to represent a common endoscope design configuration. A two-level factorial design-of-experiments methodology was utilized to understand the main geometric and physical effects and their interactions on the attainable radius of curvature (outcome). The effects of five coil parameters were assessed: pitch, height, Young's modulus (E), applied force, and wire width. Abaqus dynamic/explicit was utilized to analyse 32 models generated using ASI. The results were analyzed using a commercial design-of-experiments-specific statistical package (Design-Ease). Based on the Box-Cox plot, a Log transformation of the output response was used to stabilize the variance. A Sum-of-Squares chart with a 2% weighted contribution threshold was utilized to determine the model inclusion criteria. Analysis of variance (with a Bonferroni correction) was used to determine the significance of the model, effects, and interactions. Results: The model, four of the input parameters (height, E, force, and wire width) and two interactions (between pitch/wire width and pitch/height/E/wire width) were found to be statistically significant (P<0.0001). The largest contribution to the model was wire width (effect=1.39,58.33% contribution). The force and pitch/wire width interaction each had a negative influence, reducing the radius of curvature (allowing for tighter bends), whereas the height, E, wire width and pitch/height/E/wire width interaction showed a positive influence. Pitch and all other interaction effects below the 2% contribution threshold were applied as model error. Using this model, geometric and physical properties can be optimized to meet specific endoscopic tip design criteria. A small pitch and wire width yield a radius of curvature optimal for acute bending radii, however, if due to design restrictions, a larger wire width is necessary, an increase in pitch may accommodate to yield a sufficiently small bending radius. Conclusion: A robust computational model was developed using a design-of-experiments approach that allows parametric optimization of endoscopic tip design parameters for radius of curvature minimization.
机译:简介:内窥镜是细长的管状设备,可无创地观察腔体,运河和血管的内部。它们可以通过自然孔口或小的手术切口插入。典型的内窥镜外径为10mm,长度可以从70到180mm不等。尽管使用了一些刚性内窥镜,但在许多临床应用中,铰接式内窥镜的灵活性很重要。铰接式内窥镜通常由电缆和杠杆控制,这些电缆和杠杆弯曲装置的远端,从而能够进行路线选择或改变视野。柔性内窥镜的挑战包括设备尖端的可靠前进和可操纵性。可以通过在设备轴内使用相对刚性的螺旋弹簧来解决可靠的提升问题。但是,可操纵性要求尖端必须具有柔韧性,以适应不同的弯曲半径。这项研究的目的是了解影响传统内窥镜控制曲率半径的主要影响因素(尖端的几何和物理特性及其相互作用)。方法:使用Abaqus脚本接口(ASI),对螺旋线圈和电缆组件进行建模,并将电缆连接到线圈近端圆周(图1)。将电缆放置在螺旋弹簧内部,以表示常见的内窥镜设计配置。采用两级因子设计实验设计方法来了解主要的几何和物理效应及其在可达到的曲率半径(结果)上的相互作用。评估了五个线圈参数的影响:螺距,高度,杨氏模量(E),作用力和线宽。利用Abaqus动态/显式分析使用ASI生成的32个模型。使用特定于实验设计的商业化统计软件包(Design-Ease)对结果进行了分析。根据Box-Cox图,使用输出响应的Log转换来稳定方差。使用具有2%加权贡献阈值的Sum-of-Squares图表来确定模型包含标准。方差分析(使用Bonferroni校正)用于确定模型,效果和相互作用的重要性。结果:发现该模型,四个输入参数(高度,E,力和线宽)和两个相互作用(间距/线宽和间距/高度/ E /线宽之间)具有统计学意义(P <0.0001) )。对模型的最大贡献是导线宽度(效果= 1.39,58.33%贡献)。力和间距/导线宽度的相互作用均产生负面影响,减小了曲率半径(允许更紧密的弯曲),而高度,E,导线宽度和间距/高度/ E /导线宽度的相互作用表现出积极的影响。低于2%贡献阈值的间距和所有其他交互作用均用作模型误差。使用此模型,可以优化几何和物理属性,以满足特定的内窥镜尖端设计标准。较小的螺距和线宽会产生最适合于锐弯半径的曲率半径,但是,如果由于设计限制而需要较大的线宽,则增大螺距可能会产生足够小的弯曲半径。结论:使用实验设计方法开发了鲁棒的计算模型,该模型允许对内窥镜尖端设计参数进行参数优化以最小化曲率半径。

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