In-situ measurement and monitoring methods for metal powder bed fusion: an updated review

被引:123
作者
Grasso, M. [1 ]
Remani, A. [2 ]
Dickins, A. [2 ]
Colosimo, B. M. [1 ]
Leach, R. K. [2 ]
机构
[1] Politecn Milan, Dept Mech Engn, Via Masa 1, I-20156 Milan, Italy
[2] Univ Nottingham, Fac Engn, Nottingham NG8 1BB, England
基金
英国工程与自然科学研究理事会;
关键词
in-situ; in-process; sensing; monitoring; powder bed fusion; additive manufacturing; defects; LASER MELTING PROCESS; DEFECT DETECTION; HIGH-SPEED; TEMPERATURE-MEASUREMENTS; ANOMALY DETECTION; SPATTER BEHAVIOR; FEEDBACK-CONTROL; QUALITY-CONTROL; POOL; SYSTEM;
D O I
10.1088/1361-6501/ac0b6b
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The possibility of using a variety of sensor signals acquired during metal powder bed fusion processes, to support part and process qualification and for the early detection of anomalies and defects, has been continuously attracting an increasing interest. The number of research studies in this field has been characterised by significant growth in the last few years, with several advances and new solutions compared with first seminal works. Moreover, industrial powder bed fusion (PBF) systems are increasingly equipped with sensors and toolkits for data collection, visualisation and, in some cases, embedded in-process analysis. Many new methods have been proposed and defect detection capabilities have been demonstrated. Nevertheless, several challenges and open issues still need to be tackled to bridge the gap between methods proposed in the literature and actual industrial implementation. This paper presents an updated review of the literature on in-situ sensing, measurement and monitoring for metal PBF processes, with a classification of methods and a comparison of enabled performances. The study summarises the types and sizes of defects that are practically detectable while the part is being produced and the research areas where additional technological advances are currently needed.
引用
收藏
页数:46
相关论文
共 213 条
[21]   Fluid and particle dynamics in laser powder bed fusion [J].
Bidare, P. ;
Bitharas, I. ;
Ward, R. M. ;
Attallah, M. M. ;
Moore, A. J. .
ACTA MATERIALIA, 2018, 142 :107-120
[22]   Study of the spatter distribution on the powder bed during selective laser melting [J].
Bin Anwar, Ahmad ;
Quang-Cuong Pham .
ADDITIVE MANUFACTURING, 2018, 22 :86-97
[23]   Correlation of selective laser melting-melt pool events with the tensile properties of Ti-6Al-4V ELI processed by laser powder bed fusion [J].
Bisht, Manisha ;
Ray, Nachiketa ;
Verbist, Frederik ;
Coeck, Sam .
ADDITIVE MANUFACTURING, 2018, 22 :302-306
[24]   In situ synchrotron X-ray imaging of 4140 steel laser powder bed fusion [J].
Bobel, Andrew ;
Hector, Louis G., Jr. ;
Chelladurai, Isaac ;
Sachdev, Anil K. ;
Brown, Tyson ;
Poling, Whitney A. ;
Kubic, Robert ;
Gould, Benjamin ;
Zhao, Cang ;
Parab, Niranjan ;
Greco, Aaron ;
Sun, Tao .
MATERIALIA, 2019, 6
[25]   Thermal near infrared monitoring system for electron beam melting with emissivity tracking [J].
Boone, N. ;
Zhu, C. ;
Smith, C. ;
Todd, I ;
Willmott, J. R. .
ADDITIVE MANUFACTURING, 2018, 22 :601-605
[26]   Selective laser melting finite element modeling: Validation with high-speed imaging and lack of fusion defects prediction [J].
Bruna-Rosso, Claire ;
Demir, Ali Gokhan ;
Previtali, Barbara .
MATERIALS & DESIGN, 2018, 156 :143-153
[27]   Pressure dependence of the laser-metal interaction under laser powder bed fusion conditions probed by in situ X-ray imaging [J].
Calta, Nicholas P. ;
Martin, Aiden A. ;
Hammons, Joshua A. ;
Nielsen, Michael H. ;
Roehling, Tien T. ;
Fezzaa, Kamel ;
Matthews, Manyalibo J. ;
Jeffries, Jason R. ;
Willey, Trevor M. ;
Lee, Jonathan R. I. .
ADDITIVE MANUFACTURING, 2020, 32
[28]   An instrument for in situ time-resolved X-ray imaging and diffraction of laser powder bed fusion additive manufacturing processes [J].
Calta, Nicholas P. ;
Wang, Jenny ;
Kiss, Andrew M. ;
Martin, Aiden A. ;
Depond, Philip J. ;
Guss, Gabriel M. ;
Thampy, Vivek ;
Fong, Anthony Y. ;
Weker, Johanna Nelson ;
Stone, Kevin H. ;
Tassone, Christopher J. ;
Kramer, Matthew J. ;
Toney, Michael F. ;
Van Buuren, Anthony ;
Matthews, Manyalibo J. .
REVIEW OF SCIENTIFIC INSTRUMENTS, 2018, 89 (05)
[29]   Characterization of in-situ measurements based on layerwise imaging in laser powder bed fusion [J].
Caltanissetta, Fabio ;
Grasso, Marco ;
Petro, Stefano ;
Colosimo, Bianca Maria .
ADDITIVE MANUFACTURING, 2018, 24 :183-199
[30]   Investigating the effect of metal powder recycling in Electron beam Powder Bed Fusion using process log data [J].
Chandrasekar, Sujana ;
Coble, Jamie B. ;
Yoder, Sean ;
Nandwana, Peeyush ;
Dehoff, Ryan R. ;
Paquit, Vincent C. ;
Babu, Sudarsanam S. .
ADDITIVE MANUFACTURING, 2020, 32