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基于田口-灰色关联分析的正弦和余弦功率分布铝激光点焊多响应优化

Multi-Response Optimization of Aluminum Laser Spot Welding with Sinusoidal and Cosinusoidal Power Profiles Based on Taguchi-Grey Relational Analysis.

作者信息

SaediArdahaei Saeid, Pham Xuan-Tan

机构信息

Department of Mechanical Engineering, École de Technologie Supérieure, 1100, Notre-Dame Ouest Street, Montreal, QC H3C 1K3, Canada.

出版信息

Materials (Basel). 2025 Jun 26;18(13):3044. doi: 10.3390/ma18133044.

Abstract

Laser weld quality remains a critical priority across nearly all industries. However, identifying optimal laser parameter sets continues to be highly challenging, often relying on costly, time-consuming trial-and-error experiments. This difficulty is largely attributed to the severe fluctuations and instabilities inherent in laser welding, particularly keyhole instabilities. This study examines the impact of laser power modulation parameters, which, when properly applied, have been found effective in controlling and minimizing process instabilities. The investigated parameters include different pulse shapes (sinusoidal and cosinusoidal) and their associated characteristics, namely frequency (100-800 Hz) and amplitude (1000-4000 W). The impact of these modulation parameters on keyhole mode laser spot welding performance in aluminum is investigated. Using a Taguchi experimental design, a series of tests were developed, focusing on eight key welding responses, including keyhole dimensions, mean temperature, and the variability of instability-inducing forces and related factors affecting process stability. Grey relational analysis (GRA) combined with analysis of variance (ANOVA) is applied to identify the optimal combinations of laser parameters. The results indicate that low amplitude (1000 W), low to intermediate frequencies (100-400 Hz), and cosinusoidal waveforms significantly enhance weld quality by improving process stability and balancing penetration depth. Among the factors, amplitude has the greatest impact, accounting for over 50% of the performance variation, followed by frequency and pulse shape. The findings provide clear guidance for optimizing laser welding parameters to achieve stable, high-quality aluminum welds.

摘要

激光焊接质量在几乎所有行业中仍然是一个关键的优先事项。然而,确定最佳激光参数集仍然极具挑战性,通常依赖于成本高昂、耗时的反复试验实验。这种困难很大程度上归因于激光焊接中固有的严重波动和不稳定性,特别是小孔不稳定性。本研究考察了激光功率调制参数的影响,这些参数在正确应用时已被发现能有效控制和最小化工艺不稳定性。所研究的参数包括不同的脉冲形状(正弦和余弦)及其相关特性,即频率(100 - 800赫兹)和幅度(1000 - 4000瓦)。研究了这些调制参数对铝的小孔模式激光点焊性能的影响。采用田口实验设计,开展了一系列测试,重点关注八个关键焊接响应,包括小孔尺寸、平均温度以及诱发不稳定性力的变异性和影响工艺稳定性的相关因素。应用灰色关联分析(GRA)结合方差分析(ANOVA)来确定激光参数的最佳组合。结果表明,低幅度(1000瓦)、低到中频(100 - 400赫兹)和余弦波形通过提高工艺稳定性和平衡熔深显著提高了焊接质量。在这些因素中,幅度影响最大,占性能变化的50%以上,其次是频率和脉冲形状。这些发现为优化激光焊接参数以实现稳定、高质量的铝焊接提供了明确的指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8027/12250844/636c1836d825/materials-18-03044-g001.jpg

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