Real-time acoustic emission monitoring of powder mass flow rate for directed energy deposition

被引:46
作者
Whiting, Justin [1 ]
Springer, Adam [1 ]
Sciammarella, Federico [1 ]
机构
[1] Northern Illinois Univ, Dept Mech Engn, De Kalb, IL 60115 USA
关键词
Acoustic emission; Directed energy deposition; Powder flow rate; Quantitative nondestructive evaluation; In situ monitoring; LASER; MICROSTRUCTURE; FABRICATION; POROSITY;
D O I
10.1016/j.addma.2018.08.015
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In order to ensure a reliable and repeatable additive manufacturing process, the material delivery rate in the directed energy deposition (DED) process requires in situ monitoring and control. This paper demonstrates acoustic emission (AE) sensing as a method of monitoring the flow of powder feedstock in a powder fed DED process. With minimal calibration, this signal closely correlates to the actual mass flow rate. This article describes the fabricated mass flow monitoring system, documents various conditions in which the actual flow rate deviates from its set value, and details situations that highlight the system's utility. While AE mass flow monitoring is not free of concerns, its features make it an attractive measurement technique in the powder-fed DED process. The work presented here highlights the results obtained and illustrates that accurate monitoring of powder flow in real-time regardless of environmental conditions within the build chamber is possible.
引用
收藏
页码:312 / 318
页数:7
相关论文
共 29 条
[11]  
Griffith ML, 1996, SOL FREEFORM FABRIC, P125
[12]   An investigation of the generation of Acoustic Emission from the flow of particulate solids in pipelines [J].
Hii, N. C. ;
Tan, C. K. ;
Wilcox, S. J. ;
Chong, Z. S. .
POWDER TECHNOLOGY, 2013, 243 :120-129
[13]  
Howells E., 1978, IEEE T POWER APPAR S, V97, P154
[14]   Sensing, modeling and control for laser-based additive manufacturing [J].
Hu, DM ;
Kovacevic, R .
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2003, 43 (01) :51-60
[15]   Development of Monitoring and Control System for Laser Remanufacturing [J].
Hu, X. D. ;
Kong, F. Z. ;
Yao, J. H. .
FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE, PTS 1-4, 2011, 44-47 :81-85
[16]   Mass flow rate measurement in abrasive jets using acoustic emission [J].
Ivantsiv, V. ;
Spelt, J. K. ;
Papini, M. .
MEASUREMENT SCIENCE AND TECHNOLOGY, 2009, 20 (09)
[17]   The effect of laser power and traverse speed on microstructure, porosity, and build height in laser-deposited Ti-6Al-4V [J].
Kobryn, PA ;
Moore, EH ;
Semiatin, SL .
SCRIPTA MATERIALIA, 2000, 43 (04) :299-305
[18]   A finer modeling approach for numerically predicting single track geometry in two dimensions during Laser Rapid Manufacturing [J].
Kumar, Atul ;
Paul, C. P. ;
Pathak, A. K. ;
Bhargava, P. ;
Kukreja, L. M. .
OPTICS AND LASER TECHNOLOGY, 2012, 44 (03) :555-565
[19]  
LeMoal G., 2012, P 9 INT C HIGH SPEED
[20]   Design characteristics and development of a nozzle for coaxial laser cladding [J].
Lin, J ;
Steen, WM .
JOURNAL OF LASER APPLICATIONS, 1998, 10 (02) :55-63