Journal of Applied Optics, Volume. 45, Issue 5, 1008(2024)

FDM printing trajectory measurement and quality evaluation method based on infrared imaging

Yuetong ZHANG1,2, Wenliang CHEN1,2, Xiangjun WANG1,2, Feng LIU1,2、*, and Meiyi WANG1,2
Author Affiliations
  • 1State Key Laboratory of Precision Measuring Technology and Instruments, Tianjin University, Tianjin 300072, China
  • 2MOEMS Education Ministry Key Laboratory, Tianjin University, Tianjin 300072, China
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    References(15)

    [1] GE Zhenghao, YUE Qi, JI Tao. An overview of the research on 3D printing control systems[J]. Modern Manufacturing Engineering, 154-162(2021).

    [2] CHEN W J, HO J H, MUSTAPHA K B et al. A vision based system for anomaly detection and classification in additive manufacturing[C], 87-92(2019).

    [3] BECKER P, SPIELBAUER N, ROENNAU A et al. Real-time In-situ process error detection in additive manufacturing[C], 426-427(2020).

    [4] KOPSACHEILIS C, CHARALAMPOUS P, KOSTAVELIS I et al. In situ visual quality control in 3D printing[C], 317-324(2020).

    [5] RACHMAWATI S M, PARAMARTHA PUTRA M A, JUN T et al. Fine-tuned CNN with data augmentation for 3D printer fault detection[C], 902-905(2022).

    [6] QU Chenguang, ZHANG Shijun, GAO Dali et al. Effect of ambient temperature on the 3D printing molding precision[J]. China Plastics Industry, 43, 53-55(2015).

    [7] XU Ziyou, HU Bin, XING Zehua et al. Effect of interlayer premelting temperature on mechanical properties of fused deposition molded printed parts[J]. Plastics Science and Technology, 47, 37-43(2019).

    [8] ZHANG Jinli, SHI Yiping, LIU Jin et al. Research on temperature controller of non-closed FDM 3D printer nozzle[J]. Transducer and Microsystem Technologies, 40, 53-55(2021).

    [9] WANG F F, JU F, ROWE K et al. Real-time control for large scale additive manufacturing using thermal images[C], 36-41(2019).

    [10] POOLADVAND K, SALERNI A D, FURLONG C. In-situ thermal monitoring of printed components during rapid prototyping by fused deposition modeling[M]. Conference Proceedings of the Society for Experimental Mechanics Series, 131-140(2020).

    [11] ZHANG Z Y. A flexible new technique for camera calibration[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22, 1330-1334(2000).

    [12] WANG Tan, WANG Leilei, ZHANG Weiguo et al. Design of infrared target system with Zhang Zhengyou calibration method[J]. Optics and Precision Engineering, 27, 1828-1835(2019).

    [13] COLLINS T, BARTOLI A. Infinitesimal plane-based pose estimation[J]. International Journal of Computer Vision, 109, 252-286(2014).

    [14] SONG Shuanjun, QIU Chenghong, XU Wei et al. Real time monitoring of cooling rate in laser metal-wire forming process under infrared thermography[J]. Infrared and Laser Engineering, 51, 3788/IRLA20220074.(2022).

    [15] ZHU Jinqian, LING Zemin, DU Farui et al. Monitoring of laser metal-wire additive manufacturing temperature field using infrared thermography[J]. Infrared and Laser Engineering, 47, 0604002(2018).

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    Yuetong ZHANG, Wenliang CHEN, Xiangjun WANG, Feng LIU, Meiyi WANG. FDM printing trajectory measurement and quality evaluation method based on infrared imaging[J]. Journal of Applied Optics, 2024, 45(5): 1008

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    Paper Information

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    Received: Aug. 7, 2023

    Accepted: --

    Published Online: Dec. 20, 2024

    The Author Email: Feng LIU (刘峰)

    DOI:10.5768/JAO202445.0503003

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