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Optical design of contact lenses using principal component analysis method with Taguchi method

机译:使用Taguchi方法进行主成分分析的隐形眼镜的光学设计

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In this study, an optimal contact lens design for myopia and astigmatism eyes was proposed. In addition to the optical parameters of the human eye, the physiologically relevant parameters of design have become the subject of increased focus. If we compacting overall volume size, the value of spherical aberration (SA) at wide radius of contact lens seems lower. If we corrected the design to improve the value of SA, modulation transfer function (MTF) and coma aberration (TCO) value would become lower relatively. Hence we integrated the optimal method of Taguchi method and mathematical analysis scheme of principal component analysis (PCA) to optimize the multiple quality characteristics (SA, TCO and MTF) of the contact lens. By combining Taguchi and PCA methods, a set of optimum design parameters was well selected to balance the values of SA, TCO and MTF that improve the SA 25.63%, TCO 91.88% and MTF 2.4% than commercial optical design software of CODE V.
机译:在这项研究中,提出了一种适合近视和散光眼睛的最佳隐形眼镜设计。除了人眼的光学参数外,与生理相关的设计参数也已成为人们关注的焦点。如果我们压缩整体体积大小,则在隐形眼镜大半径处的球差(SA)值似乎较低。如果我们纠正设计以提高SA值,则调制传递函数(MTF)和彗形像差(TCO)值将相对降低。因此,我们将Taguchi方法的最佳方法与主成分分析(PCA)的数学分析方案相结合,以优化隐形眼镜的多种质量特性(SA,TCO和MTF)。通过将Taguchi方法和PCA方法相结合,可以很好地选择一组最佳设计参数来平衡SA,TCO和MTF的值,与CODE V的商用光学设计软件相比,它们可将SA提升25.63%,TCO 91.88%和MTF 2.4%。

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