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基于响应面法的18Ni(200D)合金飞秒激光制孔工艺优化

Optimization of femtosecond laser drilling process for 18Ni(200D) alloy based on response surface methodology

  • 摘要: 针对18Ni(200D)合金在低温风洞模型测压孔加工中面临的微深孔、大深径比及高形貌精度要求,本文采用Box-Behnken实验设计,系统研究了飞秒激光单脉冲能量E(100~160 μJ)、扫描速度v(100~800 mm/s)和重复频率f(10~100 kHz)对通孔加工质量的影响。通过Box-Cox变换与二次回归分析,建立了孔径偏差η、侧壁平均锥度α和出口椭圆度ε的预测模型,残差检验表明模型满足正态性、方差齐性与独立性假设。结果表明:η主要受能量和速度的线性及二次效应影响;α主要由速度与频率的二次效应主导;ε对3个因子(E、v、f)的线性与二次项均表现高度显著性。响应面优化显示,在单脉冲能量约130 μJ、扫描速度约450 mm/s、重复频率约50 kHz的工艺参数下,可获得最优加工质量,此时η<3%,α≈9°,ε≈1.2。本研究通过响应面方法确定了可工程化的工艺窗口,在18Ni(200D)高强合金上实现了高精度、可重复的微孔加工,为低温风洞模型测压孔的精密制造提供了重要依据。

     

    Abstract: To address the challenges of machining micro-deep holes with high aspect ratios and stringent morphological accuracy for pressure measurement orifices in cryogenic wind tunnel models made of 18Ni(200D) alloy, this study employs a Box-Behnken design to systematically investigate the effects of femtosecond laser parameters—single-pulse energy (100-160 μJ), scanning speed (100-800 mm/s), and repetition frequency (10-100 kHz)—on through-hole quality. Predictive models for the diameter deviation (η), average wall taper angle (α), and outlet ellipticity (ε) were established using Box-Cox transformation and second-order regression analysis. Residual diagnostics confirmed that the models satisfy the assumptions of normality, homoscedasticity, and independence. The results indicate that η is significantly influenced by the linear and quadratic effects of energy and scanning speed; α is primarily governed by the quadratic effects of scanning speed and repetition frequency; and ε exhibits highly significant linear and quadratic dependencies on all three factors. Response surface optimization revealed that optimal machining quality (η<3%,α≈9°,ε≈1.2) is achieved at approximately 130 μJ, 450 mm/s, and 50 kHz. This study defines an engineering-viable process window via the response surface methodology, enabling high-precision and repeatable micro-hole drilling on high-strength 18Ni(200D) alloy, thereby providing critical guidance for the precision manufacturing of pressure measurement orifices for cryogenic wind tunnel models.

     

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