Laser Journal, Volume. 45, Issue 11, 170(2024)

Contrastive analysis process parameter optimization of cracks in broadband laser cladding based on RSM and GA-BP

WANG Junhua1...2,3, WANG Jiameng1, LI Bin4, XU Junfei1, NI Chongzhi1, SHI Moke1, HE Kui1, and XIE Tancheng1,23,* |Show fewer author(s)
Author Affiliations
  • 1School of Mechanical and Electrical Engineering, Henan University of Science and Technology, Luoyang Henan 471003, China
  • 2Henan Intelligent Manufacturing Equipment Engineering Technology Research Center, Luoyang Henan 471003, China
  • 3Henan Engineering Laboratory of Intelligent Numerical Control Equipment, Luoyang Henan 471003, China
  • 4Luoyang Ship Material Research Institute, Luoyang Henan 471023, China
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    References(5)

    [2] [2] Paul A. Hooper. Melt pool temperature and cooling rates in laser powder bed fusion [J]. Additive Manufacturing,2018, 22:548-559.

    [7] [7] am Grel. Prospects of producing aluminum parts by wire arc additive manufacturing (WAAM) [J]. Materials Today: Proceedings,2022,62(P1):77-85.

    [15] [15] Zhang Z D, Huang Y Z, Adhitan Rani Kasinathan, et al. 3-Dimensional heat transfer modeling for laser powder-bed fusion additive manufacturing with volumetric heat sources based on varied thermal conductivity and absorptivity [J]. Optics and Laser Technology,2019,109:297-312.

    [16] [16] Li W, Zhang H, Wang G, et al. Deep learning based online metallic surface defect detection method for wire and arc additive manufacturing [J]. Robotics and Computer-Integrated Manufacturing, 2023, 80: 102470.

    [17] [17] Huang Y, Zhang F, Yuan J, et al. Investigation on surface morphology and microstructure of double-wire+arc additive manufactured aluminum alloys based on spectral analysis [J]. Journal of Manufacturing Processes, 2022, 84:639-651.

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    WANG Junhua, WANG Jiameng, LI Bin, XU Junfei, NI Chongzhi, SHI Moke, HE Kui, XIE Tancheng. Contrastive analysis process parameter optimization of cracks in broadband laser cladding based on RSM and GA-BP[J]. Laser Journal, 2024, 45(11): 170

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    Paper Information

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    Received: Mar. 27, 2024

    Accepted: Jan. 17, 2025

    Published Online: Jan. 17, 2025

    The Author Email: Tancheng XIE (xietc@haust.edu.cn)

    DOI:10.14016/j.cnki.jgzz.2024.11.170

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