Simultaneous 3D tracking and temperature measurements of L-PBF spatter particles using a single camera

IF 4.2 Q2 ENGINEERING, MANUFACTURING
Dustin Kelly , Ralf D. Fischer , Mahyar Moaven , Sarah Morris , Barton C. Prorok , Brian Thurow
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引用次数: 1

Abstract

This work discusses the implementation of a novel technique for simultaneous 3D particle tracking velocimetry and dual-wavelength pyrometry of spatter particles ejected during the Laser-Powder Bed Fusion (L-PBF) process using a single high-speed spectral plenoptic camera. In this methodology, particle tracking uses the Light-Field Ray Bundling algorithm paired with a four-frame best estimate track initiation with 3D Kalman filter for tracking to generate high-resolution, time-resolved 3D tracks of spatter particles. Utilizing the same light-field image data, spatter particle temperature is measured using dual-wavelength pyrometry that calculates temperature from the ratio of two narrow-band wavelength intensities. Preliminary results demonstrate the viability and potential of this technique for the L-PBF processes on the example of a turnaround laser scan. The temperature measurements indicate that the detected particles are in the liquid phase, with temperatures greater than 1950 °C. The simultaneous measurements demonstrate an overall deceleration and cooling of particles during their flight.

Abstract Image

L-PBF飞溅颗粒的三维同步跟踪和温度测量
本工作讨论了一种新技术的实现,该技术使用单个高速光谱全光相机对激光-粉末床融合(L-PBF)过程中喷射的飞溅颗粒进行同时3D粒子跟踪速度测量和双波长热测量。在该方法中,粒子跟踪使用光场射线束算法与四帧最佳估计跟踪起始相结合,并使用3D卡尔曼滤波进行跟踪,以生成高分辨率,时间分辨的飞溅粒子3D轨迹。利用相同的光场图像数据,使用双波长热法测量飞溅粒子的温度,该热法根据两个窄带波长强度的比值计算温度。初步结果表明,该技术的可行性和潜力,为L-PBF工艺的例子,一个周转激光扫描。温度测量表明,检测到的颗粒处于液相,温度大于1950℃。同时测量表明粒子在飞行过程中整体减速和冷却。
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
Additive manufacturing letters
Additive manufacturing letters Materials Science (General), Industrial and Manufacturing Engineering, Mechanics of Materials
CiteScore
3.70
自引率
0.00%
发文量
0
审稿时长
37 days
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