利用响应面方法多目标优化激光和 CMT-P 电弧混合增材制造铝合金的成型质量

IF 2.2 3区 工程技术 Q2 ENGINEERING, MECHANICAL
Actuators Pub Date : 2024-01-08 DOI:10.3390/act13010023
Shiwei He, Zhiqiang Zhang, Hanxi Li, Tiangang Zhang, X. Lu, Jiajie Kang
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引用次数: 0

摘要

利用新型激光和冷金属转移及脉冲(CMT-P)电弧混合快速成型(LCAHAM)技术,制造了高强度铝合金 2024(AA2024)的薄壁结构。采用响应面方法、概率统计理论和多目标优化算法系统研究了送丝速度、扫描速度和激光功率对成形质量的影响。结果表明,激光功率对成形精度的影响明显大于送丝速度和扫描速度。具体而言,激光功率和送丝速度的交互作用与 LCAHAM AA2024 的成形精度之间存在明显的相关性。此外,激光功率、送丝速度和扫描速度对 LCAHAM AA2024 加工过程中的飞溅程度都有明显的影响,其中激光功率的影响超过了其他两个因素。重要的是,这三个因素对溅射的相互影响很小。此外,与送丝速度和激光功率相比,扫描速度是影响孔隙率的最重要因素。需要强调的是,送丝速度和激光功率的共同作用在降低孔隙率方面发挥了明显的作用。综合考虑成型精度、溅射度和孔隙率,推荐的工艺参数如下:送丝速度在 4.2 至 4.3 米/分钟之间,扫描速度在 15 至 17 毫米/秒之间,激光功率设定在 2000 瓦左右,此时成型精度为 84%至 85%,溅射度在 1.0%至 1.2%之间,孔隙率为 0.7%至 0.9%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-Objective Optimization for Forming Quality of Laser and CMT-P Arc Hybrid Additive Manufacturing Aluminum Alloy Using Response Surface Methodology
A thin-walled structure of high-strength aluminum alloy 2024 (AA2024) was fabricated using novel laser and cold metal transfer and pulse (CMT-P) arc hybrid additive manufacturing (LCAHAM) technology. The influence of the wire feeding speed, scanning speed, and laser power on the forming quality was systematically studied by the response surface methodology, probability statistical theory, and multi-objective optimization algorithm. The result showed that the forming accuracy was significantly more affected by the laser power than by the wire feeding speed and scanning speed. Specifically, there was an obvious correlation between the interaction of the laser power and wire feeding speed and the resulting formation accuracy of LCAHAM AA2024. Moreover, the laser power, wire feeding speed, and scanning speed all had noticeable effects on the spattering degree during the LCAHAM AA2024 process, with the influence of the laser power surpassing that of the other two factors. Importantly, these three factors demonstrated minimal mutual interaction on spattering. Furthermore, the scanning speed emerged as the most significant factor influencing porosity compared to the wire feeding speed and laser power. It was crucial to highlight that the combined effects of the wire feed speed and laser power played an obvious role in reducing porosity. Considering the forming accuracy, spattering degree, and porosity collectively, the recommended process parameters were as follows: a wire feeding speed ranging from 4.2 to 4.3 m/min, a scanning speed between 15 and 17 mm/s, and a laser power set at approximately 2000 W, where the forming accuracy was 84–85%, the spattering degree fell within 1.0–1.2%, and the porosity was 0.7–0.9%.
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来源期刊
Actuators
Actuators Mathematics-Control and Optimization
CiteScore
3.90
自引率
15.40%
发文量
315
审稿时长
11 weeks
期刊介绍: Actuators (ISSN 2076-0825; CODEN: ACTUC3) is an international open access journal on the science and technology of actuators and control systems published quarterly online by MDPI.
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