Monitoring of Argon plasma in a coating manufacturing process by utilising IR imaging techniques

IF 6.8 1区 工程技术 Q1 ENGINEERING, MANUFACTURING Journal of Manufacturing Processes Pub Date : 2025-03-30 Epub Date: 2025-02-11 DOI:10.1016/j.jmapro.2025.01.093
David Miller , V. Viswanathan , Divya Tiwari , Windo Hutabarat , Saurav Goel , Beth Muthoni Irungu , Allan Matthews , Ashutosh Tiwari
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Abstract

Atmospheric plasma spray is a complex multivariable manufacturing process used in a wide range of industries. Deviations in the process parameters have been shown to affect the coating quality. Currently, the quality analysis is performed at the end of the process rather than checking for defects during the process. However, monitoring for these deviations during a coating process is difficult due to environmental hazards such as UV radiation, dusty environment, and excessive noise generation. A commercially available thermal imaging camera was integrated into this space to directly monitor the atmospheric plasma heat distribution and its influence on the in-flight particle trajectories during spraying. A novel metric called asymmetric angle is proposed to monitor the asymmetry of the plasma heat distribution. This is an important metric as a symmetric heat distribution is required to heat all the particles adequately to form a good quality coating. Further metrics of Gaussian Aspect Ratio (GAR) and contour area were found to have a relationship with the plasma gas flow rate and are discussed. The spray angle of the material is also tracked by fitting a 1D line to the regional Shannon entropy of the thermal image. The limitations of these metrics are discussed with possible avenues of further investigation.
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利用红外成像技术监测涂层制造过程中的氩等离子体
大气等离子喷涂是一种复杂的多变量制造工艺,广泛应用于工业领域。工艺参数的偏差会影响涂层质量。目前,质量分析是在过程结束时执行的,而不是在过程中检查缺陷。然而,由于紫外线辐射、多尘环境和过度噪音等环境危害,在涂层过程中监测这些偏差是困难的。在该空间中集成了一台商用热像仪,以直接监测大气等离子体热分布及其对喷涂过程中飞行粒子轨迹的影响。为了监测等离子体热分布的不对称性,提出了一种新的不对称角度量。这是一个重要的度量,因为需要对称的热分布来充分加热所有颗粒以形成高质量的涂层。进一步发现了高斯纵横比(GAR)和轮廓面积与等离子体气体流速的关系,并对其进行了讨论。通过对热图像的区域香农熵拟合一维线来跟踪材料的喷射角度。讨论了这些指标的局限性以及进一步研究的可能途径。
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来源期刊
Journal of Manufacturing Processes
Journal of Manufacturing Processes ENGINEERING, MANUFACTURING-
CiteScore
10.20
自引率
11.30%
发文量
833
审稿时长
50 days
期刊介绍: The aim of the Journal of Manufacturing Processes (JMP) is to exchange current and future directions of manufacturing processes research, development and implementation, and to publish archival scholarly literature with a view to advancing state-of-the-art manufacturing processes and encouraging innovation for developing new and efficient processes. The journal will also publish from other research communities for rapid communication of innovative new concepts. Special-topic issues on emerging technologies and invited papers will also be published.
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