在激光加热过程中采用逆方法识别工艺参数

IF 2.3 4区 工程技术 Q2 ENGINEERING, MECHANICAL
Utpal Nath, Vinod Yadav
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引用次数: 0

摘要

在激光加热过程中,工艺参数的变化会改变固体的温度数据。本文提出了一种逆向方法来确定激光加热参数,即用户指定的给定温度响应下的板材宽度、板材厚度、激光功率和工件试样的扫描速度。该方法使用移动热源的分析工具作为前向模型,能够实时预测激光加热过程中板材的温度。在铝 6061-T6 板材上进行的实验结果检验了本前导模型的有效性,该模型包含了与温度相关的材料特性。接下来,基于启发式方法的迭代搜索过程通过优化未知参数来满足规定的温度响应。为了说明反演方法的实施并评估其实用性,我们使用了两个基于激光加热应用的实例。本文提出的方法经过几次迭代就能恢复规定温度响应的未知参数,为优化激光加热过程提供了一种有效的方法。此外,还讨论了测量误差对逆问题结论的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation of inverse method for identification of process parameters in a laser heating process
Changes in process parameters can alter the temperature data of a solid body during the laser heating process. This paper proposes an inverse method to determine the laser heating parameters, namely, sheet width, sheet thickness, laser power, and scan speed of the work specimen for the given temperature response which is assigned by the user. The method uses an analytical tool on moving heat source as a forward model capable of real-time temperature prediction of the sheet under the laser heating process. The effectiveness of the present forward model that incorporated the temperature-dependent material properties is tested by experimental findings performed on Al 6061-T6 sheets. Next, an iterative search process based on heuristic method is carried out for satisfying a prescribed temperature response by the optimization of unknown parameters. To illustrate the implementation and assess the practicality of the inverse method, two examples based on laser heating applications are used. The method proposed herein recover the unknowns for the prescribed temperature response after a few iterations, provides an efficient way to optimize the laser heating process. Additionally, the effect of measurement error on the findings of the inverse problem is addressed.
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来源期刊
CiteScore
3.80
自引率
16.70%
发文量
370
审稿时长
6 months
期刊介绍: The Journal of Process Mechanical Engineering publishes high-quality, peer-reviewed papers covering a broad area of mechanical engineering activities associated with the design and operation of process equipment.
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