An optimization approach for path planning of high-quality and uniform additive manufacturing

被引:44
|
作者
Jin, Yuan [1 ]
Du, Jianke [1 ]
Ma, Zhiyong [1 ]
Liu, Anbang [1 ]
He, Yong [2 ]
机构
[1] Ningbo Univ, Sch Mech Engn & Mech, Ningbo 315211, Zhejiang, Peoples R China
[2] Zhejiang Univ, Sch Mech Engn, Hangzhou 310027, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Extrusion-based additive manufacturing; Path planning; Level-set method; Local optimization; GENERATION; FABRICATION; WIRE;
D O I
10.1007/s00170-017-0207-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Material extrusion-based additive manufacturing (AM) is an effective tool in producing prototypes and final parts without geometrical complexity limitations. Despite having widespread applications and enormous advantages over conventional manufacturing techniques, the proliferation of extrusion-based AM has been limited by the low deposition quality and the poor surface finish of printed parts. To address these issues, an optimized path planning technique is proposed in this paper. The sharp corners and the non-uniform spacing between adjacent path elements in the final planned path are two major causes of unevenness of the deposited surface. The proposed method tries to decrease the number of sharp corners by using an implicit algorithm derived from the level sets of the input contours. The curvature information is used to smooth the generated contour paths. Subsequently, to achieve uniform spacing, local optimization is applied on the smoothed path by adaptively adjusting the locations of points on the path. These optimizations lead to a smoother part surface, when compared to those of typical fill path techniques. The proposed method is validated using several examples of parts, many of which are then constructed using a 3D printer.
引用
收藏
页码:651 / 662
页数:12
相关论文
共 50 条
  • [41] Cylindrical slicing and path planning of propeller in wire and arc additive manufacturing
    Wang, Rui
    Zhang, Haiou
    Gui-Lan, Wang
    Zhao, Xushan
    RAPID PROTOTYPING JOURNAL, 2020, 26 (01) : 49 - 58
  • [42] Path Planning Method for Wire-Based Additive Manufacturing Processes
    Shcherbakov, Alexey
    Gudenko, Alexander
    Sliva, Andrey
    Gaponova, Daria
    Marchenkov, Artem
    Goncharov, Alexey
    MODELLING, 2024, 5 (04): : 2040 - 2050
  • [43] A modular path planning solution for Wire plus Arc Additive Manufacturing
    Michel, Florent
    Lockett, Helen
    Ding, Jialuo
    Martina, Filomeno
    Marinelli, Gianrocco
    Williams, Stewart
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2019, 60 : 1 - 11
  • [44] Stress-based continuous planar path planning for additive manufacturing
    Xu, Wenpeng
    Xu, Hao
    Li, Qiuge
    Zhang, Peng
    Yang, Li
    Wang, Weiming
    ADVANCES IN ENGINEERING SOFTWARE, 2024, 188
  • [45] A TSP-based continuous path planning for additive manufacturing of concrete
    Sahu, Akshay
    Panda, Biranchi
    PROGRESS IN ADDITIVE MANUFACTURING, 2025, 10 (04) : 2205 - 2226
  • [46] Reinforcement learning and optimization based path planning for thin-walled structures in wire arc additive manufacturing
    Petrik, Jan
    Bambach, Markus
    JOURNAL OF MANUFACTURING PROCESSES, 2023, 93 (75-89) : 75 - 89
  • [47] Thoughts on High-quality Development Path of CNPC
    Liu Chaoquan
    Chen Jiaru
    Yan Yuling
    China Oil & Gas, 2021, 28 (01) : 49 - 52
  • [48] Optimization Path of Innovation and Entrepreneurship Ability of College Students in the Context of High-Quality Development
    Zhang, Shumin
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [49] NEW MANUFACTURING TECHNIQUES FOR HIGH-QUALITY OPTICS
    MASSER, C
    MARIEN, A
    PHOTONICS SPECTRA, 1991, 25 (02) : 173 - 175
  • [50] Perspectives on Manufacturing of High-Quality Cell Therapies
    Riviere, Isabelle
    Roy, Krishnendu
    MOLECULAR THERAPY, 2017, 25 (05) : 1067 - 1068