Chinese Journal of Lasers, Volume. 52, Issue 8, 0802301(2025)

Deep Learning‐Based Recognition Method for Powder Spreading State in Additive Manufacturing

Mingyi Zuo1,3, Hongxuan Guo2, and Huaixue Li3、*
Author Affiliations
  • 1College of Software Engineering, Southeast University, Nanjing 210018, Jiangsu , China
  • 2School of Integrated Circuits, Southeast University, Nanjing 210018, Jiangsu , China
  • 3Aeronautical Science and Technology Key Laboratory of Additive Manufacturing, AVIC Manufacturing Technology Institute, Beijing 100192, China
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    References(26)

    [1] Wu H S, Jiang M, Zhou P. Artificial intelligence-assisted laser science and technology: status, opportunities, and challenges[J]. Chinese Journal of Lasers, 50, 1101001(2023).

    [11] Yao S G, Ding Y H, Li X L et al. Causes of defects in selective laser melting of AlSi10Mg[J]. Chinese Journal of Lasers, 51, 1602307(2024).

    [14] Mena S. Implementation and analysis of artificial intelligence for pleural mesothelioma on computed tomography scans and covid-19 on chest radiographs[D](2023).

    [18] Goodfellow I, Bengio Y, Courville A[M]. Deep learning(2016).

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    Mingyi Zuo, Hongxuan Guo, Huaixue Li. Deep Learning‐Based Recognition Method for Powder Spreading State in Additive Manufacturing[J]. Chinese Journal of Lasers, 2025, 52(8): 0802301

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    Paper Information

    Category: Laser Additive Manufacturing

    Received: Aug. 23, 2024

    Accepted: Nov. 25, 2024

    Published Online: Apr. 2, 2025

    The Author Email: Huaixue Li (LHX1022@126.com)

    DOI:10.3788/CJL241164

    CSTR:32183.14.CJL241164

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