Modelling of abrasive particle distribution for pre-mixed abrasive water jet peening surface

IF 5.4 2区 工程技术 Q2 ENGINEERING, MANUFACTURING
Zhao Wang , Xiaowen Rong , Haoran Zhao , Yue Yang , Fusheng Liang , Cheng Fan
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引用次数: 0

Abstract

Abrasive water jet technology, as a non-traditional machining process, impinges on the workpiece surface with abrasive particles driven by the water jet beam to achieve material removal or surface modification. The abrasive particle distribution is the key factor affecting on the process quality, especially for Abrasive Water Jet Peening (AWJP) process. However, there is still limited research on the abrasive particle distribution in the AWJP process, especially regarding the distribution under variable traverse speeds and variable curvature movements of the abrasive water jet beam, which forms the basis for controlling abrasive water jet coverage, particularly on curved surfaces. In this study, an abrasive particle distribution prediction model is proposed for AWJP under different pump pressures, variable traverse speeds (accelerations), and various curvature radius by combining finite element and analytical modeling approaches. Validation experiments were conducted, and both simulation and experimental results under different parameters follow Gaussian distributions. The maximum prediction error was only 18.6 % across 24 comparisons from 15 experimental sets, confirming the feasibility and accuracy of the proposed model. Meanwhile, the influence of these three parameters on abrasive particle distribution laws is investigated respectively through comparisons between simulation and experimental results. The findings reveal that pump pressure primarily affects abrasive particle velocity and position distribution; traverse speed mainly influences abrasive particle position distribution and the percentage of particles at the central region; curvature radius predominantly affects the midline position of the abrasive particle distribution curve. This study not only provide a deep understanding of abrasive particle distribution laws under varying pump pressures, traverse speeds, and curvature radii, but the proposed model also offers valuable guidance for achieving uniform abrasive particle coverage on free-form surfaces during AWJP.
预混合磨料水射流喷丸表面磨料颗粒分布建模
磨料水射流技术是一种非传统的加工工艺,在水射流光束的驱动下,使磨料颗粒撞击工件表面,达到去除材料或表面改性的目的。磨料颗粒分布是影响工艺质量的关键因素,特别是磨料水喷丸工艺。然而,对AWJP过程中磨料颗粒分布的研究仍然有限,特别是对磨料水射流束在变横移速度和变曲率运动下的分布,这是控制磨料水射流覆盖范围的基础,特别是在曲面上。本文采用有限元和解析建模相结合的方法,建立了不同泵压力、变横移速度(加速度)和不同曲率半径条件下AWJP的磨粒分布预测模型。进行了验证实验,不同参数下的仿真和实验结果均服从高斯分布。在15个实验集的24个对比中,最大预测误差仅为18.6 %,证实了所提出模型的可行性和准确性。同时,通过仿真结果与实验结果的对比,研究了这三个参数对磨粒分布规律的影响。结果表明:泵压力主要影响磨粒速度和位置分布;横移速度主要影响磨料颗粒的位置分布和颗粒在中心区域的百分比;曲率半径主要影响磨粒分布曲线的中线位置。这项研究不仅提供了对不同泵压力、穿越速度和曲率半径下磨粒分布规律的深入理解,而且所提出的模型也为在AWJP过程中实现自由曲面上均匀覆盖磨粒提供了有价值的指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CIRP Journal of Manufacturing Science and Technology
CIRP Journal of Manufacturing Science and Technology Engineering-Industrial and Manufacturing Engineering
CiteScore
9.10
自引率
6.20%
发文量
166
审稿时长
63 days
期刊介绍: The CIRP Journal of Manufacturing Science and Technology (CIRP-JMST) publishes fundamental papers on manufacturing processes, production equipment and automation, product design, manufacturing systems and production organisations up to the level of the production networks, including all the related technical, human and economic factors. Preference is given to contributions describing research results whose feasibility has been demonstrated either in a laboratory or in the industrial praxis. Case studies and review papers on specific issues in manufacturing science and technology are equally encouraged.
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