Closed loop control of melt pool width in robotized laser powder-directed energy deposition process

被引:49
|
作者
Akbari, Meysam [1 ]
Kovacevic, Radovan [1 ]
机构
[1] Southern Methodist Univ, Res Ctr Adv Mfg, 3101 Dyer St, Dallas, TX 75205 USA
关键词
Robotized laser powder-directed energy deposition; Closed loop control system; Melt pool image monitoring; Microstructure and mechanical properties; Additive manufacturing; DIRECT METAL-DEPOSITION; MICROSTRUCTURAL DEVELOPMENT; SOLIDIFICATION;
D O I
10.1007/s00170-019-04195-y
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Robotized laser powder-directed energy deposition is a non-linear process, and the dynamic response of the system varies layer by layer. An adaptable PI controller with layer-dependent control gains was developed to ensure a constant melt pool width through the entire build. The laser power was selected as the control output variable, and the melt pool width was chosen as the control input variable. The performance of the controller was evaluated through deposition of thin wall samples. The results showed that the controller, by adjusting the laser power in real time, could successfully maintain the melt pool width and produce a more uniform and finer microstructure as compared to the sample with a constant laser power.
引用
收藏
页码:2887 / 2898
页数:12
相关论文
共 50 条
  • [31] Predicting Melt Pool Dimensions for Wire-Feed Directed Energy Deposition Process
    Yang, Zhening
    Verma, Amit K.
    Smith, Lonnie
    Guzel, Ali
    Chen, Hangman
    Pistorius, P. Christiaan
    Rollett, Anthony D.
    INTEGRATING MATERIALS AND MANUFACTURING INNOVATION, 2022, 11 (04) : 532 - 544
  • [32] Prediction of melt pool width and layer height for Laser Directed Energy Deposition enabled by physics-driven temporal convolutional network
    Wang, Yanghui
    Hu, Kaixiong
    Li, Weidong
    Wang, Lihui
    JOURNAL OF MANUFACTURING SYSTEMS, 2023, 69 : 1 - 17
  • [33] High fidelity model of directed energy deposition: Laser-powder-melt pool interaction and effect of laser beam profile on solidification microstructure
    Khairallah, Saad A.
    Chin, Eric B.
    Juhasz, Michael J.
    Dayton, Alan L.
    Capps, Arlie
    Tsuji, Paul H.
    Bertsch, Kaila M.
    Perron, Aurelien
    Mccall, Scott K.
    Mckeown, Joseph T.
    ADDITIVE MANUFACTURING, 2023, 73
  • [34] Prediction of melt pool depth and dilution in laser powder deposition
    Fathi, Alireza
    Toyserkani, Ehsan
    Khajepour, Amir
    Durali, Mohammad
    JOURNAL OF PHYSICS D-APPLIED PHYSICS, 2006, 39 (12) : 2613 - 2623
  • [35] Joining of elements fabricated by a robotized laser/wire directed energy deposition process by using an autogenous laser welding
    Meysam Akbari
    Radovan Kovacevic
    The International Journal of Advanced Manufacturing Technology, 2019, 100 : 2971 - 2980
  • [36] Joining of elements fabricated by a robotized laser/wire directed energy deposition process by using an autogenous laser welding
    Akbari, Meysam
    Kovacevic, Radovan
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2019, 100 (9-12): : 2971 - 2980
  • [37] Melt pool monitoring and process optimisation of directed energy deposition via coaxial thermal imaging
    Da Silva, Adrien
    Frostevarg, Jan
    Kaplan, Alexander F. H.
    JOURNAL OF MANUFACTURING PROCESSES, 2023, 107 : 126 - 133
  • [38] Real-time measurement method of melt pool temperature in the directed energy deposition process
    Hao, Ce
    Liu, Zhanwei
    Xie, Huimin
    Zhao, Kai
    Liu, Sheng
    APPLIED THERMAL ENGINEERING, 2020, 177 (177)
  • [39] Transferring melt pool knowledge between multiple materials in laser-directed energy deposition via Gaussian process regression
    Huang, Kun-Hao
    Menon, Nandana
    Basak, Amrita
    ENGINEERING WITH COMPUTERS, 2025, 41 (01) : 703 - 722
  • [40] In-process measurement of melt pool cross-sectional geometry and grain orientation in a laser directed energy deposition additive manufacturing process
    Sun, Zhe
    Guo, Wei
    Li, Lin
    OPTICS AND LASER TECHNOLOGY, 2020, 129