Closed-loop automatic feedback control in electron beam melting

被引:49
|
作者
Mireles, Jorge [1 ,2 ]
Terrazas, Cesar [1 ,3 ]
Gaytan, Sara M. [1 ,3 ]
Roberson, David A. [1 ,3 ]
Wicker, Ryan B. [1 ,2 ]
机构
[1] Univ Texas El Paso, WM Keck Ctr Innovat 3D, El Paso, TX 79902 USA
[2] Univ Texas El Paso, Dept Mech Engn, El Paso, TX 79902 USA
[3] Univ Texas El Paso, Dept Met & Mat Engn, El Paso, TX 79902 USA
来源
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY | 2015年 / 78卷 / 5-8期
关键词
Closed-loop automatic feedback control; Microstructure control; Electron beam melting; Ti-6Al-4V; Infrared; Additive manufacturing; MICROSTRUCTURES;
D O I
10.1007/s00170-014-6708-4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An infrared (IR) camera has been installed in an additive manufacturing Arcam A2 electron beam melting (EBM) system for improved layer-by-layer monitoring and feedback control of the EBM build process. Previous research demonstrated that temperature variations present during an EBM build (e.g., part/powder bed temperature elevates as build height increases) produce microstructural differences leading to variations in mechanical properties. Currently, the EBM system allows for process parameter modification (beam current, beam speed, beam focus, heating time) during fabrication. Modification of processing parameters can help achieve full spatial and temporal control of temperature that could lead to controlled microstructural architectures in EBM-fabricated parts. Furthermore, an automatic feedback control loop can help produce desired mechanical properties with limited user intervention. In this research, an automatic feedback control system was developed to acquire data used to create a temperature matrix of the part/powder bed surface, record information from each layer, and use the recorded information as an input to a software interface. Upon analysis of input data, the software interface communicated with Arcam's EBM interface to change necessary parameters automatically on-demand. Results show successful manipulation of grain size in Ti-6Al-4V microstructure that ultimately can lead to three-dimensional control of microstructural architectures.
引用
收藏
页码:1193 / 1199
页数:7
相关论文
共 50 条
  • [1] Closed-loop automatic feedback control in electron beam melting
    Jorge Mireles
    Cesar Terrazas
    Sara M. Gaytan
    David A. Roberson
    Ryan B. Wicker
    The International Journal of Advanced Manufacturing Technology, 2015, 78 : 1193 - 1199
  • [2] Closed-loop feedback control for production optimization
    Dilib, F.A.
    Jackson, M.D.
    Dilib, F.A., 1600, Society of Petroleum Engineers (SPE) (64): : 99 - 101
  • [3] Automatic synchronisation of the cell cycle in budding yeast through closed-loop feedback control
    Perrino, Giansimone
    Napolitano, Sara
    Galdi, Francesca
    La Regina, Antonella
    Fiore, Davide
    Giuliano, Teresa
    di Bernardo, Mario
    di Bernardo, Diego
    NATURE COMMUNICATIONS, 2021, 12 (01)
  • [4] Automatic synchronisation of the cell cycle in budding yeast through closed-loop feedback control
    Giansimone Perrino
    Sara Napolitano
    Francesca Galdi
    Antonella La Regina
    Davide Fiore
    Teresa Giuliano
    Mario di Bernardo
    Diego di Bernardo
    Nature Communications, 12
  • [5] Energy Density Distribution and Temperature Closed-Loop Control in Electron Beam Processing
    Xuedong Wang
    Qingyu Shi
    Xin Wang
    Journal of Materials Engineering and Performance, 2010, 19 : 213 - 220
  • [6] Closed-Loop Control of Droplet Transfer in Electron-Beam Freeform Fabrication
    Chang, Shuhe
    Zhang, Haoyu
    Xu, Haiying
    Sang, Xinghua
    Wang, Li
    Du, Dong
    Chang, Baohua
    SENSORS, 2020, 20 (03)
  • [7] Energy Density Distribution and Temperature Closed-Loop Control in Electron Beam Processing
    Wang, Xuedong
    Shi, Qingyu
    Wang, Xin
    JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE, 2010, 19 (02) : 213 - 220
  • [8] CLOSED-LOOP MANIPULATOR CONTROL USING QUATERNION FEEDBACK
    YUAN, JSC
    IEEE JOURNAL OF ROBOTICS AND AUTOMATION, 1988, 4 (04): : 434 - 440
  • [9] Proportional closed-loop feedback control of flow separation
    Pinier, Jeremy T.
    Ausseur, Julie M.
    Glauser, Mark N.
    Higuchi, Hiroshi
    AIAA JOURNAL, 2007, 45 (01) : 181 - 190
  • [10] Observer Development for Automatic STEM Closed-Loop Control
    Tejada, A.
    den Dekker, A. J.
    van der Hoeven, S. W.
    MICROSCOPY AND MICROANALYSIS, 2009, 15 : 1096 - 1097