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Error evaluation of free-form surface based on distance function of measured point to surface

机译:基于被测点到表面的距离函数的自由曲面的误差评估

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摘要

As free-form surface is widely used in engineering, it is urgently needed to develop advanced methodology of detecting and evaluating the profile error. To this end, the semantic of profile tolerance in ASME Y14.5.1M is reviewed and the mathematical definition of profile tolerance is discussed. Subsequently, a mathematical model for error evaluation is built. This mathematical model is augmented based on distance function by considering the second-order terms in the computation of the distance from point to surface. Then, a profile error evaluation algorithm, which combines Differential Evolution (DE) algorithm and Nelder-Mead (NM) algorithm, is developed to solve this model. The proposed model and optimization algorithm are validated with simulation results from a case study. Additionally, the model is superior to Least-squares (LS) model in simplicity, efficiency and robustness. (C) 2015 Elsevier Ltd. All rights reserved.
机译:随着自由曲面在工程中的广泛应用,迫切需要开发检测和评估轮廓误差的先进方法。为此,回顾了ASME Y14.5.1M中轮廓公差的语义,并讨论了轮廓公差的数学定义。随后,建立用于错误评估的数学模型。通过在计算点到曲面的距离时考虑二阶项,可以基于距离函数扩展此数学模型。然后,开发了一种将差动演化(DE)算法和Nelder-Mead(NM)算法相结合的轮廓误差评估算法来求解该模型。案例研究的仿真结果验证了所提出的模型和优化算法。此外,该模型在简单性,效率和鲁棒性方面均优于最小二乘(LS)模型。 (C)2015 Elsevier Ltd.保留所有权利。

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